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Maria Castellanos commited on
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1 Parent(s): e5728a9

Add final lbs

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Files changed (13) hide show
  1. all_leaderboards/current_leaderboard.csv +415 -0
  2. all_leaderboards/leaderboard_Caco-2_Permeability_Efflux_results.csv +105 -0
  3. all_leaderboards/leaderboard_Caco-2_Permeability_Papp_AB_results.csv +105 -0
  4. all_leaderboards/leaderboard_HLM_CLint_results.csv +105 -0
  5. all_leaderboards/leaderboard_KSOL_results.csv +105 -0
  6. all_leaderboards/leaderboard_LogD_results.csv +105 -0
  7. all_leaderboards/leaderboard_MBPB_results.csv +105 -0
  8. all_leaderboards/leaderboard_MGMB_results.csv +105 -0
  9. all_leaderboards/leaderboard_MLM_CLint_results.csv +105 -0
  10. all_leaderboards/leaderboard_MPPB_results.csv +105 -0
  11. all_leaderboards/leaderboard_cld_results.csv +104 -0
  12. app.py +104 -20
  13. username_validation.json +403 -0
all_leaderboards/current_leaderboard.csv ADDED
@@ -0,0 +1,415 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ rank,user,MA-RAE,R2,Spearman R,Kendall's Tau,submission time,model details
2
+ 1,pebble,0.48 +/- 0.02,0.68 +/- 0.03,0.83 +/- 0.02,0.66 +/- 0.02,2026-01-19 15:41:00+00:00,https://docs.google.com/document/d/11YF4Izk_XffIvXf1LahnTICKf8rbdv9mcYl42-7yt8A/edit?usp=sharing
3
+ 2,campfire-capillary,0.51 +/- 0.02,0.66 +/- 0.03,0.80 +/- 0.02,0.63 +/- 0.02,2026-01-19 22:14:47+00:00,https://github.com/campfire-capillary/OpenADMETExpansionRx/blob/main/README.md
4
+ 3,overfit,0.51 +/- 0.02,0.66 +/- 0.03,0.81 +/- 0.02,0.64 +/- 0.02,2026-01-14 19:15:46+00:00,https://docs.google.com/document/d/16QIFGZRlQbZGRnP7PKODNLCRiq029fDoMiEiVFF03hE/edit?usp=sharing
5
+ 4,shin-chan,0.52 +/- 0.02,0.64 +/- 0.03,0.80 +/- 0.02,0.63 +/- 0.02,2026-01-19 17:10:30+00:00,https://docs.google.com/document/d/1A6sRjezd7GSeLatF7VTE9NeFhmA4rSzmgTvZTL1_Nh4/edit?usp=sharing
6
+ 5,moka,0.52 +/- 0.02,0.65 +/- 0.03,0.82 +/- 0.02,0.65 +/- 0.02,2026-01-18 15:39:31+00:00,https://github.com/dahvida/openadmet-expansionrx-blind-challenge-moka
7
+ 6,beetroot,0.52 +/- 0.02,0.64 +/- 0.03,0.79 +/- 0.02,0.61 +/- 0.02,2026-01-18 23:36:45+00:00,https://docs.google.com/document/d/e/2PACX-1vTcBMF2uEAu1POdvZKpA0fHCtvk1JlsolEZQgFZeOxzctH1jILjzsI2uZJL2uL9EZCwdyQ2MsQIJBfy/pub
8
+ 7,rced_nvx,0.53 +/- 0.02,0.64 +/- 0.03,0.78 +/- 0.02,0.61 +/- 0.02,2026-01-19 22:31:17+00:00,https://github.com/cedenoruel/OpenADMET-ExpansionRx-Blind-Challenge/blob/main/README.md
9
+ 8,tibo,0.53 +/- 0.02,0.63 +/- 0.03,0.78 +/- 0.02,0.61 +/- 0.02,2026-01-19 22:17:48+00:00,https://github.com/Tibogoss/OpenADMET-ExpansionRx/blob/main/README.md
10
+ 9,crh201,0.53 +/- 0.02,0.62 +/- 0.04,0.78 +/- 0.02,0.60 +/- 0.02,2026-01-12 15:37:18+00:00,https://docs.google.com/document/d/1bMJvlXRRXZ6S-ZnoGmGkYXiIbZNwiDCp23j-Oq3pOJ0/edit?tab=t.0#heading=h.bjzyy4l1sb7l
11
+ 10,Artichoke,0.54 +/- 0.02,0.63 +/- 0.03,0.79 +/- 0.02,0.62 +/- 0.02,2026-01-19 23:02:15+00:00,https://docs.google.com/document/d/1Mbw0uKDZsQ8QAnQO5uBAdS8x3Z-UTfMhP1fqx2pqTD8/edit?usp=sharing
12
+ 11,HybridADMET,0.54 +/- 0.02,0.61 +/- 0.03,0.79 +/- 0.02,0.61 +/- 0.02,2026-01-18 23:22:04+00:00,https://docs.google.com/document/d/1WD2EVaud7UFCZk5qOZ1_sV_UcGgjlQXkSivTRppDq9Q/edit?usp=sharing
13
+ 12,yanyn,0.54 +/- 0.02,0.62 +/- 0.03,0.80 +/- 0.02,0.62 +/- 0.02,2026-01-19 09:14:08+00:00,https://github.com/yan-notes/openadmet_submit_yan
14
+ 13,Luna,0.54 +/- 0.02,0.62 +/- 0.03,0.79 +/- 0.02,0.62 +/- 0.02,2026-01-18 01:02:02+00:00,https://docs.google.com/document/d/1Q_eu3XAShHg4Zx7ArkWZEVy24ZckG4GO4EfS_NVG2Og/edit?usp=sharing
15
+ 14,Universal15,0.55 +/- 0.02,0.61 +/- 0.03,0.80 +/- 0.02,0.63 +/- 0.02,2026-01-18 02:50:08+00:00,https://docs.google.com/document/d/1RQTj1BBOKmtHgXschFUa_ZUdz1a0juRI0eXwnnLkPZE/edit?usp=sharing
16
+ 15,Gashaw,0.55 +/- 0.02,0.61 +/- 0.03,0.77 +/- 0.02,0.59 +/- 0.02,2026-01-19 21:21:00+00:00,https://docs.google.com/document/d/1-CgaIBOqN_156l_J2Ujx0tDy7OOq60k1YD0RJTqkG80/edit?usp=sharing
17
+ 16,UncertainTea,0.55 +/- 0.02,0.62 +/- 0.03,0.79 +/- 0.02,0.61 +/- 0.02,2026-01-14 22:06:53+00:00,https://github.com/un-certain-tea/OpenADMET-ExpansionRx-Challenge
18
+ 17,frozens,0.55 +/- 0.02,0.60 +/- 0.03,0.77 +/- 0.02,0.60 +/- 0.02,2026-01-19 17:50:53+00:00,
19
+ 18,aglisman,0.56 +/- 0.02,0.59 +/- 0.04,0.78 +/- 0.02,0.61 +/- 0.02,2026-01-17 01:26:53+00:00,https://github.com/alec-glisman/OpenADMET-ExpansionRx-Blind-Challenge/blob/main/MODEL_CARD.md
20
+ 19,c-test,0.56 +/- 0.02,0.60 +/- 0.03,0.80 +/- 0.02,0.62 +/- 0.02,2026-01-19 12:12:25+00:00,https://docs.google.com/document/d/1-JpjWNB5aB2ShLqFGz7Yhf7g-lrMqXV3PHoufH3tho8/edit?tab=t.0
21
+ 20,Hydra,0.56 +/- 0.03,0.57 +/- 0.04,0.79 +/- 0.02,0.61 +/- 0.02,2026-01-19 06:22:06+00:00,https://docs.google.com/document/d/1Jbr7aBBScvanrqfzYsnE1m-a3fJxgv_BIcfDQWls6BQ/edit?usp=sharing
22
+ 21,beardy-polonium,0.56 +/- 0.02,0.60 +/- 0.03,0.79 +/- 0.02,0.62 +/- 0.02,2026-01-14 16:52:44+00:00,https://drive.google.com/file/d/163hHzi_YIoM26sEFSTQ3Wo-2MzInuHeM/view?usp=drive_link
23
+ 22,martin,0.56 +/- 0.03,0.58 +/- 0.04,0.76 +/- 0.02,0.58 +/- 0.02,2025-12-22 12:49:41+00:00,https://docs.google.com/document/d/1bMJvlXRRXZ6S-ZnoGmGkYXiIbZNwiDCp23j-Oq3pOJ0/edit?tab=t.0#heading=h.bjzyy4l1sb7l
24
+ 23,robusta,0.57 +/- 0.02,0.58 +/- 0.04,0.77 +/- 0.02,0.59 +/- 0.02,2026-01-16 06:55:47+00:00,https://github.com/Ngoson2004/OpenADMET-ExpansionRX-Challenge.git
25
+ 24,chundu05,0.57 +/- 0.02,0.58 +/- 0.03,0.76 +/- 0.02,0.58 +/- 0.02,2026-01-18 16:58:10+00:00,https://docs.google.com/document/d/1DMiIxDK20FzTZgmBoZsy_FQw0iJGHhZYAhiNAc_SV_Q/edit?tab=t.0#heading=h.s2yx44dt2a2z
26
+ 25,temal,0.57 +/- 0.03,0.58 +/- 0.03,0.79 +/- 0.02,0.62 +/- 0.02,2026-01-18 14:47:41+00:00,https://docs.google.com/document/d/1IqyTGGB2FLgYpptyst0XdTmZCHMETdX3/edit?usp=sharing&ouid=109801295390196144877&rtpof=true&sd=true
27
+ 26,okidoki,0.57 +/- 0.02,0.59 +/- 0.03,0.77 +/- 0.02,0.60 +/- 0.02,2026-01-19 08:03:43+00:00,https://docs.google.com/document/d/1yD6ZppdthvohCvc1fYvUi57Jsxu1XS5nuRYwHEGblp4/edit?tab=t.0
28
+ 27,echo,0.57 +/- 0.02,0.58 +/- 0.03,0.80 +/- 0.02,0.62 +/- 0.02,2026-01-18 10:28:44+00:00,https://docs.google.com/document/d/1nUIr9-EZc401HPdzErG6YnzW3BVy7I2CHUXqaIELLaY/edit?usp=sharing
29
+ 28,nrosa1,0.57 +/- 0.02,0.58 +/- 0.04,0.78 +/- 0.02,0.60 +/- 0.02,2026-01-18 09:47:32+00:00,https://github.com/nrosa/openadmet-erx-challenge/blob/main/model_report.md
30
+ 29,vaishnavi53,0.57 +/- 0.02,0.58 +/- 0.03,0.76 +/- 0.02,0.59 +/- 0.02,2026-01-19 18:27:34+00:00,https://docs.google.com/document/d/1LGw0CJGVm1hCqLDEkIms7YXPMnHH3LADeEmcWn5xwtI/edit?usp=sharing
31
+ 30,JacksonBurns,0.57 +/- 0.02,0.58 +/- 0.03,0.77 +/- 0.02,0.59 +/- 0.02,2026-01-19 13:57:23+00:00,https://github.com/JacksonBurns/openadmet_expansionrx/tree/f8efff6e739555337043574af3657cbe7af3e478
32
+ 31,20p1a,0.57 +/- 0.02,0.58 +/- 0.03,0.76 +/- 0.02,0.59 +/- 0.02,2026-01-19 07:23:50+00:00,
33
+ 32,Proper,0.57 +/- 0.02,0.57 +/- 0.03,0.77 +/- 0.02,0.59 +/- 0.02,2026-01-19 20:42:44+00:00,https://docs.google.com/document/d/103DSkl24b98QG8McQmDVck-3n66LbIPml6r8ND_NldM/edit?usp=sharing
34
+ 33,allligatar,0.57 +/- 0.02,0.58 +/- 0.03,0.76 +/- 0.02,0.59 +/- 0.02,2026-01-19 05:04:55+00:00,
35
+ 34,test_sub,0.57 +/- 0.03,0.58 +/- 0.04,0.81 +/- 0.02,0.63 +/- 0.02,2026-01-19 10:32:35+00:00,
36
+ 35,shum,0.57 +/- 0.03,0.55 +/- 0.04,0.77 +/- 0.02,0.59 +/- 0.02,2026-01-18 18:11:50+00:00,
37
+ 36,chiliflake,0.57 +/- 0.02,0.58 +/- 0.03,0.77 +/- 0.02,0.59 +/- 0.02,2026-01-19 11:13:45+00:00,https://docs.google.com/document/d/e/2PACX-1vR3i2EDTBjTZRKv2EIU0HJeCZRVPHpRk4LQ_LKuexDPphwveWyVCLWNZECGrW7KXPL9ZqdGNApNWh37/pub
38
+ 37,vgny,0.58 +/- 0.02,0.58 +/- 0.03,0.76 +/- 0.02,0.58 +/- 0.02,2026-01-17 07:35:51+00:00,
39
+ 38,interstellar-explorer,0.58 +/- 0.03,0.55 +/- 0.04,0.78 +/- 0.02,0.61 +/- 0.02,2026-01-19 05:51:18+00:00,https://docs.google.com/document/d/1cplc30gDCRcweL39KcN27ANOYPi9sZD_tAtfnMwgoeU/edit?usp=sharing
40
+ 39,molairity,0.58 +/- 0.02,0.58 +/- 0.03,0.77 +/- 0.02,0.59 +/- 0.02,2026-01-18 19:36:44+00:00,https://docs.google.com/document/d/1gszarZfGCUkn6ZyPhTazd0C3fyjuM3d2vcYY5EW7Lxw/edit?usp=sharing
41
+ 40,Ensem,0.58 +/- 0.02,0.57 +/- 0.03,0.79 +/- 0.02,0.62 +/- 0.02,2026-01-19 03:38:18+00:00,https://docs.google.com/document/d/1BUZ010oL0_fNPmp3Iw28NYi-wkSMz5E8b_RHuQ_dp_0/edit?tab=t.0
42
+ 41,bl,0.58 +/- 0.02,0.58 +/- 0.03,0.78 +/- 0.02,0.60 +/- 0.02,2025-12-01 15:39:43+00:00,
43
+ 42,combo,0.58 +/- 0.02,0.58 +/- 0.03,0.76 +/- 0.02,0.58 +/- 0.02,2026-01-19 14:47:29+00:00,https://docs.google.com/document/d/1oWa1P6HHcntg8GSvAhLG8e576mYATK3HwOhCsVihWx8/edit?usp=drivesdk
44
+ 43,blue-espresso,0.58 +/- 0.03,0.57 +/- 0.04,0.81 +/- 0.02,0.63 +/- 0.02,2026-01-17 12:53:39+00:00,
45
+ 44,Shorku,0.58 +/- 0.02,0.57 +/- 0.03,0.77 +/- 0.02,0.59 +/- 0.02,2026-01-19 15:50:52+00:00,https://github.com/Shorku/OpenADMET_ExpansionRx_Blind_Challenge
46
+ 45,Na123,0.58 +/- 0.03,0.56 +/- 0.03,0.79 +/- 0.02,0.61 +/- 0.02,2026-01-18 01:57:04+00:00,https://docs.google.com/document/d/1BUZ010oL0_fNPmp3Iw28NYi-wkSMz5E8b_RHuQ_dp_0/edit?usp=sharing
47
+ 46,combo,0.58 +/- 0.02,0.56 +/- 0.03,0.75 +/- 0.02,0.57 +/- 0.02,2026-01-18 21:13:56+00:00,https://docs.google.com/document/d/1oWa1P6HHcntg8GSvAhLG8e576mYATK3HwOhCsVihWx8/edit?usp=drivesdk
48
+ 47,wikke69,0.59 +/- 0.02,0.56 +/- 0.04,0.75 +/- 0.02,0.58 +/- 0.02,2026-01-18 21:30:47+00:00,https://gist.github.com/dehaenw/1318d2265db7ab2744306a7b26e1c535
49
+ 48,Universal8,0.59 +/- 0.02,0.56 +/- 0.03,0.78 +/- 0.02,0.60 +/- 0.02,2025-12-31 06:01:46+00:00,https://baseline model
50
+ 49,anon123oft6,0.59 +/- 0.03,0.56 +/- 0.04,0.74 +/- 0.02,0.57 +/- 0.02,2026-01-20 00:10:43+00:00,
51
+ 50,fusion,0.59 +/- 0.03,0.54 +/- 0.04,0.76 +/- 0.02,0.59 +/- 0.02,2026-01-18 19:24:11+00:00,
52
+ 51,PrettyMuchMagic,0.59 +/- 0.02,0.56 +/- 0.04,0.76 +/- 0.02,0.59 +/- 0.02,2025-12-12 00:22:30+00:00,
53
+ 52,tmp1234,0.59 +/- 0.03,0.55 +/- 0.04,0.76 +/- 0.02,0.58 +/- 0.02,2026-01-19 23:36:28+00:00,https://docs.google.com/document/d/e/2PACX-1vQ1OAnGO4ZvVFwiiSUmFvaBfk8Hjetun_yDboslS6-p0GglV3vAgV1gZ1fJT0g1PtRlXcuS50kodogE/pub
54
+ 53,xiangyan93,0.59 +/- 0.02,0.56 +/- 0.03,0.77 +/- 0.02,0.60 +/- 0.02,2026-01-06 15:01:13+00:00,
55
+ 54,Mlzzzzz,0.60 +/- 0.02,0.54 +/- 0.03,0.74 +/- 0.02,0.56 +/- 0.02,2026-01-19 22:26:19+00:00,https://docs.google.com/document/d/1NsDLCBnDzkOVd4bWe7iVAiZ3y-4PUTF3DdlDlJy7j3o/edit?tab=t.0
56
+ 55,WorkADMET,0.60 +/- 0.03,0.52 +/- 0.04,0.75 +/- 0.02,0.57 +/- 0.02,2026-01-19 20:35:14+00:00,
57
+ 56,mmahmedEW2,0.60 +/- 0.03,0.53 +/- 0.04,0.75 +/- 0.02,0.57 +/- 0.02,2025-12-12 04:54:38+00:00,
58
+ 57,linearregression,0.60 +/- 0.03,0.55 +/- 0.04,0.78 +/- 0.02,0.60 +/- 0.02,2026-01-17 17:18:23+00:00,
59
+ 58,arabica,0.60 +/- 0.03,0.52 +/- 0.04,0.77 +/- 0.02,0.59 +/- 0.02,2026-01-17 00:58:19+00:00,https://github.com/Ngoson2004/OpenADMET-ExpansionRX-Challenge.git
60
+ 59,mechaman,0.60 +/- 0.03,0.52 +/- 0.04,0.75 +/- 0.02,0.57 +/- 0.02,2026-01-19 22:51:01+00:00,https://docs.google.com/document/d/1AKNCdPrxqh9QTG1RwOPitm7AUvUHLNl341EzFl9t4o8/edit?usp=sharing
61
+ 60,trial,0.60 +/- 0.03,0.52 +/- 0.04,0.75 +/- 0.02,0.57 +/- 0.02,2025-12-01 23:51:59+00:00,
62
+ 61,adam3*,0.60 +/- 0.03,0.53 +/- 0.04,0.77 +/- 0.02,0.59 +/- 0.02,2025-11-14 06:27:54+00:00,
63
+ 62,Madie31,0.60 +/- 0.03,0.54 +/- 0.04,0.73 +/- 0.02,0.55 +/- 0.02,2026-01-17 17:39:52+00:00,
64
+ 63,madie31,0.60 +/- 0.03,0.54 +/- 0.04,0.73 +/- 0.02,0.55 +/- 0.02,2026-01-18 15:58:13+00:00,https://deu01.safelinks.protection.outlook.com/?url=https%3A%2F%2Fdocs.google.com%2Fdocument%2Fd%2F1bwf4dckzznWy4DbNXrNxB_jbWFAwRAGa%2Fedit%3Fusp%3Ddrive_link%26ouid%3D100007225775794272332%26rtpof%3Dtrue%26sd%3Dtrue&data=05%7C02%7CLaetitia.Breuil%40evotec.com%7C6adc287ff3c74acba6d008de56a9a9f2%7C3047e55219ba4ca2a020799287660985%7C0%7C0%7C639043483862053326%7CUnknown%7CTWFpbGZsb3d8eyJFbXB0eU1hcGkiOnRydWUsIlYiOiIwLjAuMDAwMCIsIlAiOiJXaW4zMiIsIkFOIjoiTWFpbCIsIldUIjoyfQ%3D%3D%7C0%7C%7C%7C&sdata=W%2BY9Rq8RyDV5P2u3sO5%2Bi1CT1Tlwlv5tA0qHU%2BkppM0%3D&reserved=0
65
+ 64,orange-scuba,0.61 +/- 0.03,0.56 +/- 0.03,0.80 +/- 0.02,0.62 +/- 0.02,2026-01-19 21:55:05+00:00,
66
+ 65,median3,0.61 +/- 0.02,0.53 +/- 0.03,0.74 +/- 0.02,0.56 +/- 0.02,2026-01-19 11:30:23+00:00,https://docs.google.com/document/d/1TC8rbtKGD0wOh3CmvKCnoz_Lkflniip9-4IgKkBPOY8/edit?usp=sharing
67
+ 66,m0vcqv8w,0.61 +/- 0.03,0.54 +/- 0.04,0.77 +/- 0.02,0.60 +/- 0.02,2025-12-20 05:20:20+00:00,
68
+ 67,azSina,0.61 +/- 0.02,0.54 +/- 0.03,0.75 +/- 0.02,0.57 +/- 0.02,2025-12-23 21:47:04+00:00,
69
+ 68,pequqa,0.61 +/- 0.02,0.55 +/- 0.03,0.73 +/- 0.02,0.55 +/- 0.02,2026-01-16 21:55:44+00:00,https://docs.google.com/document/d/12ZIbady_SwV9ICSvMWcKBPoGAZxVbn5_f-xpMaK6iJA/edit?usp=sharing
70
+ 69,insider3819,0.61 +/- 0.03,0.50 +/- 0.04,0.71 +/- 0.02,0.54 +/- 0.02,2026-01-13 15:11:39+00:00,
71
+ 70,liberica,0.61 +/- 0.03,0.50 +/- 0.04,0.76 +/- 0.02,0.58 +/- 0.02,2026-01-17 01:18:46+00:00,https://github.com/Ngoson2004/OpenADMET-ExpansionRX-Challenge.git
72
+ 71,briford,0.61 +/- 0.03,0.53 +/- 0.04,0.74 +/- 0.02,0.56 +/- 0.02,2026-01-07 14:37:08+00:00,https://github.com/SuperCowPowers/workbench/tree/main/open_admet
73
+ 72,Universal1,0.61 +/- 0.02,0.52 +/- 0.03,0.74 +/- 0.02,0.56 +/- 0.02,2025-11-15 15:42:19+00:00,https://ensemble baseline model
74
+ 73,ZaZdrowie,0.61 +/- 0.02,0.54 +/- 0.03,0.75 +/- 0.02,0.57 +/- 0.02,2026-01-17 21:19:08+00:00,https://gist.github.com/vchupakhinslp/4eac9f483b2b55168ed4f0d10d92455c
75
+ 74,tibo,0.61 +/- 0.03,0.53 +/- 0.04,0.73 +/- 0.02,0.56 +/- 0.02,2026-01-18 19:02:39+00:00,
76
+ 75,wise,0.62 +/- 0.03,0.51 +/- 0.04,0.76 +/- 0.02,0.59 +/- 0.02,2026-01-06 06:25:25+00:00,
77
+ 76,a98096570,0.62 +/- 0.03,0.50 +/- 0.04,0.74 +/- 0.02,0.56 +/- 0.02,2025-12-10 14:37:04+00:00,
78
+ 77,everest,0.62 +/- 0.03,0.54 +/- 0.03,0.79 +/- 0.02,0.60 +/- 0.02,2026-01-19 19:59:01+00:00,
79
+ 78,Testing,0.62 +/- 0.02,0.52 +/- 0.03,0.76 +/- 0.02,0.59 +/- 0.02,2026-01-12 04:27:54+00:00,
80
+ 79,rappleton,0.62 +/- 0.02,0.52 +/- 0.03,0.76 +/- 0.02,0.59 +/- 0.02,2025-11-26 14:45:57+00:00,https://github.com/R-applet/ADMET_Challenge_2025/tree/main
81
+ 80,ADMuppET,0.62 +/- 0.03,0.51 +/- 0.04,0.76 +/- 0.02,0.58 +/- 0.02,2025-12-02 18:54:11+00:00,
82
+ 81,discoflow,0.62 +/- 0.03,0.50 +/- 0.04,0.72 +/- 0.02,0.55 +/- 0.02,2025-12-14 22:21:59+00:00,
83
+ 82,mike,0.62 +/- 0.03,0.50 +/- 0.04,0.76 +/- 0.02,0.59 +/- 0.02,2026-01-17 15:14:49+00:00,
84
+ 83,lola,0.62 +/- 0.03,0.50 +/- 0.04,0.78 +/- 0.02,0.61 +/- 0.02,2026-01-09 07:54:23+00:00,
85
+ 84,insider,0.62 +/- 0.03,0.49 +/- 0.04,0.71 +/- 0.02,0.54 +/- 0.02,2026-01-13 14:30:54+00:00,
86
+ 85,KakukakuADMET,0.62 +/- 0.03,0.51 +/- 0.04,0.73 +/- 0.02,0.55 +/- 0.02,2026-01-19 08:55:59+00:00,
87
+ 86,WakuwakuADMET,0.62 +/- 0.03,0.51 +/- 0.04,0.73 +/- 0.02,0.55 +/- 0.02,2026-01-19 09:35:25+00:00,https://huggingface.co/WakuwakuADMET/OpenADMET_ExpansionRx_Challenge_Methodology_Report
88
+ 87,c_k2,0.63 +/- 0.03,0.51 +/- 0.04,0.72 +/- 0.02,0.54 +/- 0.02,2026-01-12 13:33:38+00:00,
89
+ 88,kermt-t,0.63 +/- 0.03,0.48 +/- 0.04,0.76 +/- 0.02,0.59 +/- 0.02,2026-01-19 04:47:36+00:00,https://docs.google.com/document/d/1EZ99fCvqHSbhJxk2tqUKNOcVmi-iDENwvK1zuVqGLpc/edit?usp=sharing
90
+ 89,UkiukiADMET,0.63 +/- 0.03,0.50 +/- 0.04,0.73 +/- 0.02,0.55 +/- 0.02,2026-01-19 04:09:46+00:00,
91
+ 90,DMakarov,0.63 +/- 0.03,0.49 +/- 0.04,0.70 +/- 0.02,0.53 +/- 0.02,2026-01-19 16:31:03+00:00,https://github.com/MDMISC/OpenADMET
92
+ 91,rogerbyrne25,0.63 +/- 0.02,0.49 +/- 0.04,0.71 +/- 0.02,0.54 +/- 0.02,2026-01-08 17:20:27+00:00,
93
+ 92,ranga31489,0.63 +/- 0.03,0.47 +/- 0.05,0.73 +/- 0.02,0.56 +/- 0.02,2026-01-09 19:18:03+00:00,
94
+ 93,kaushal-mind-lab,0.63 +/- 0.03,0.50 +/- 0.04,0.74 +/- 0.02,0.56 +/- 0.02,2025-12-12 17:48:56+00:00,
95
+ 94,yan,0.63 +/- 0.03,0.47 +/- 0.04,0.74 +/- 0.02,0.56 +/- 0.02,2026-01-09 07:30:45+00:00,
96
+ 95,mmahmedEY,0.63 +/- 0.02,0.51 +/- 0.04,0.75 +/- 0.02,0.57 +/- 0.02,2025-12-12 02:00:13+00:00,
97
+ 96,DMingHF,0.63 +/- 0.03,0.50 +/- 0.04,0.75 +/- 0.02,0.57 +/- 0.02,2025-12-13 00:04:01+00:00,
98
+ 97,VVDCompChem,0.63 +/- 0.03,0.50 +/- 0.04,0.73 +/- 0.02,0.56 +/- 0.02,2025-11-13 23:49:21+00:00,
99
+ 98,chemelL,0.64 +/- 0.02,0.52 +/- 0.03,0.73 +/- 0.02,0.56 +/- 0.02,2026-01-16 02:53:03+00:00,
100
+ 99,Team AIDD,0.64 +/- 0.03,0.49 +/- 0.04,0.75 +/- 0.02,0.57 +/- 0.02,2026-01-19 07:48:31+00:00,
101
+ 100,yk_tp,0.64 +/- 0.02,0.50 +/- 0.03,0.71 +/- 0.02,0.53 +/- 0.02,2026-01-19 01:13:51+00:00,
102
+ 101,diliadis,0.64 +/- 0.02,0.51 +/- 0.03,0.72 +/- 0.02,0.55 +/- 0.02,2026-01-19 08:14:19+00:00,https://docs.google.com/document/d/1sdAHKfckhfJBOAnkWTo0iYpFmvKm_nrkSnmymrJgTy0/edit?usp=sharing
103
+ 102,neeravkaushal,0.64 +/- 0.03,0.50 +/- 0.04,0.74 +/- 0.02,0.56 +/- 0.02,2025-12-01 21:28:29+00:00,
104
+ 103,evax_h_6,0.64 +/- 0.03,0.47 +/- 0.04,0.75 +/- 0.02,0.58 +/- 0.02,2026-01-18 04:07:44+00:00,
105
+ 104,raytuner,0.64 +/- 0.03,0.47 +/- 0.04,0.75 +/- 0.02,0.57 +/- 0.02,2026-01-12 20:54:56+00:00,
106
+ 105,ADMET42,0.64 +/- 0.03,0.46 +/- 0.05,0.76 +/- 0.02,0.58 +/- 0.02,2025-12-13 00:07:23+00:00,
107
+ 106,dodo_fx,0.64 +/- 0.03,0.48 +/- 0.04,0.73 +/- 0.02,0.55 +/- 0.02,2025-12-11 14:38:19+00:00,
108
+ 107,CNMP_counts,0.64 +/- 0.03,0.50 +/- 0.04,0.72 +/- 0.02,0.54 +/- 0.02,2025-12-22 14:22:30+00:00,
109
+ 108,admet_common2,0.64 +/- 0.03,0.45 +/- 0.05,0.76 +/- 0.02,0.58 +/- 0.02,2026-01-06 07:32:12+00:00,
110
+ 109,leeherman,0.65 +/- 0.03,0.48 +/- 0.04,0.72 +/- 0.02,0.54 +/- 0.02,2025-12-26 17:46:51+00:00,https://docs.google.com/document/d/1_VPsW3p-zKztMqxTWbBNwhddvkqRS3ZWLmfO04nU9Lw/edit?usp=sharing
111
+ 110,theZone,0.65 +/- 0.03,0.49 +/- 0.04,0.76 +/- 0.02,0.58 +/- 0.02,2026-01-19 21:30:00+00:00,https://drive.google.com/file/d/12OcLMCjM2S1Wz8yuLXZ3on_xwxGMyg3x/view?usp=drive_link
112
+ 111,KagakuData,0.65 +/- 0.02,0.49 +/- 0.04,0.71 +/- 0.02,0.53 +/- 0.02,2025-12-01 03:45:30+00:00,https://github.com/KagakuAI/QSARcons
113
+ 112,jj,0.65 +/- 0.03,0.47 +/- 0.04,0.71 +/- 0.02,0.53 +/- 0.02,2026-01-18 20:47:42+00:00,
114
+ 113,pre-hammer,0.65 +/- 0.03,0.46 +/- 0.04,0.70 +/- 0.03,0.53 +/- 0.02,2026-01-16 01:06:54+00:00,
115
+ 114,lifaen,0.65 +/- 0.03,0.45 +/- 0.04,0.70 +/- 0.02,0.53 +/- 0.02,2026-01-17 20:18:13+00:00,https://docs.google.com/document/d/1ng3NAEPVjCxvTXzGQfE4bCtfqj0Tms-Zkxr3YyfHBZA/edit?usp=sharing
116
+ 115,shrika-jeannie,0.65 +/- 0.03,0.49 +/- 0.04,0.73 +/- 0.02,0.55 +/- 0.02,2025-11-10 06:13:34+00:00,
117
+ 116,Q_Accel,0.65 +/- 0.03,0.44 +/- 0.05,0.72 +/- 0.02,0.55 +/- 0.02,2026-01-16 21:58:08+00:00,https://docs.google.com/document/d/1f5yJKuEwGoVsXdp3lB_lnuruEi86-M7SNyhrRkBRbDs/edit?usp=sharing
118
+ 117,3131u06,0.65 +/- 0.03,0.47 +/- 0.04,0.71 +/- 0.02,0.53 +/- 0.02,2025-12-18 18:49:08+00:00,
119
+ 118,vibdsobeyens,0.65 +/- 0.03,0.44 +/- 0.05,0.68 +/- 0.03,0.51 +/- 0.02,2026-01-16 18:07:57+00:00,https://docs.google.com/document/d/1sdAHKfckhfJBOAnkWTo0iYpFmvKm_nrkSnmymrJgTy0/edit?tab=t.0#heading=h.6pqvt9f1ijp7
120
+ 119,defaulting_svdkl,0.66 +/- 0.03,0.46 +/- 0.04,0.73 +/- 0.02,0.55 +/- 0.02,2026-01-08 16:38:18+00:00,
121
+ 120,jeremy,0.66 +/- 0.03,0.47 +/- 0.04,0.71 +/- 0.02,0.54 +/- 0.02,2026-01-18 10:58:29+00:00,https://github.com/jeremycheminf/openadmet_scripts/tree/main
122
+ 121,pedal,0.66 +/- 0.03,0.49 +/- 0.04,0.72 +/- 0.02,0.54 +/- 0.02,2025-11-10 16:04:43+00:00,
123
+ 122,ch-2026-6,0.66 +/- 0.03,0.45 +/- 0.04,0.73 +/- 0.02,0.55 +/- 0.02,2026-01-11 01:40:04+00:00,
124
+ 123,mmahmedEYA,0.66 +/- 0.03,0.42 +/- 0.04,0.71 +/- 0.02,0.54 +/- 0.02,2025-12-12 04:45:23+00:00,
125
+ 124,mmahmedEW,0.66 +/- 0.03,0.49 +/- 0.04,0.75 +/- 0.02,0.57 +/- 0.02,2025-12-12 18:36:56+00:00,
126
+ 125,CNMP_en,0.66 +/- 0.03,0.48 +/- 0.04,0.70 +/- 0.03,0.52 +/- 0.02,2025-12-15 18:22:56+00:00,
127
+ 126,Kn,0.66 +/- 0.03,0.41 +/- 0.04,0.71 +/- 0.02,0.54 +/- 0.02,2025-12-16 17:38:45+00:00,
128
+ 127,icedchai,0.66 +/- 0.03,0.47 +/- 0.04,0.72 +/- 0.02,0.54 +/- 0.02,2025-11-10 15:28:18+00:00,
129
+ 128,Leezard,0.66 +/- 0.03,0.25 +/- 0.26,0.72 +/- 0.02,0.54 +/- 0.02,2026-01-18 22:37:40+00:00,https://docs.google.com/document/d/15rd0Yz1CjgvndJF0rfWvJRFhz6FAc5QCc8x1nlr__sA/edit?tab=t.0#heading=h.6pqvt9f1ijp7
130
+ 129,mbrandon,0.66 +/- 0.03,0.47 +/- 0.04,0.72 +/- 0.03,0.54 +/- 0.02,2026-01-09 19:02:00+00:00,
131
+ 130,mmahmedEG,0.66 +/- 0.03,0.45 +/- 0.04,0.76 +/- 0.02,0.58 +/- 0.02,2025-12-12 18:38:46+00:00,
132
+ 131,hazelnut8,0.66 +/- 0.03,0.41 +/- 0.04,0.70 +/- 0.02,0.53 +/- 0.02,2025-12-13 06:55:19+00:00,
133
+ 132,val_a4,0.67 +/- 0.03,0.47 +/- 0.04,0.72 +/- 0.02,0.54 +/- 0.02,2025-12-12 10:46:31+00:00,
134
+ 133,mm_drug_20,0.67 +/- 0.03,0.47 +/- 0.04,0.68 +/- 0.03,0.51 +/- 0.02,2026-01-19 10:09:22+00:00,
135
+ 134,maxima,0.67 +/- 0.03,0.45 +/- 0.04,0.74 +/- 0.02,0.56 +/- 0.02,2026-01-15 20:25:20+00:00,
136
+ 135,Thup,0.67 +/- 0.03,0.45 +/- 0.04,0.68 +/- 0.03,0.51 +/- 0.02,2026-01-18 21:58:16+00:00,
137
+ 136,UniversalQM,0.67 +/- 0.03,0.45 +/- 0.04,0.71 +/- 0.02,0.53 +/- 0.02,2026-01-03 03:43:41+00:00,https://baseline model
138
+ 137,MahdiMA,0.67 +/- 0.03,0.45 +/- 0.04,0.71 +/- 0.03,0.53 +/- 0.02,2025-12-21 18:13:46+00:00,
139
+ 138,rez3vil,0.67 +/- 0.03,0.45 +/- 0.04,0.69 +/- 0.03,0.51 +/- 0.02,2026-01-16 17:05:22+00:00,https://github.com/rez3vil/OpenADMET-ExpansionRx-Challenge.git
140
+ 139,Kalen_UCL,0.67 +/- 0.03,0.48 +/- 0.03,0.70 +/- 0.03,0.52 +/- 0.02,2026-01-19 10:28:35+00:00,https://docs.google.com/document/d/1KYbdAJxJaDNGEy6DhjyhK7jZJM5J8KHEOX3MAB_b6Jc/edit?usp=sharing
141
+ 140,kevinh0718,0.67 +/- 0.03,0.43 +/- 0.05,0.72 +/- 0.02,0.54 +/- 0.02,2025-12-08 17:59:18+00:00,
142
+ 141,jmi25,0.68 +/- 0.03,0.46 +/- 0.04,0.69 +/- 0.03,0.51 +/- 0.02,2025-11-09 19:50:53+00:00,
143
+ 142,hectavalent,0.68 +/- 0.03,0.43 +/- 0.04,0.68 +/- 0.03,0.51 +/- 0.02,2026-01-09 14:31:04+00:00,
144
+ 143,agitter,0.68 +/- 0.03,0.46 +/- 0.04,0.70 +/- 0.02,0.53 +/- 0.02,2026-01-06 15:24:22+00:00,https://github.com/agitter/openadmet-expansionrx-challenge
145
+ 144,weiwei,0.68 +/- 0.03,0.46 +/- 0.04,0.70 +/- 0.02,0.52 +/- 0.02,2026-01-17 19:12:40+00:00,
146
+ 145,b-sharp,0.68 +/- 0.03,0.44 +/- 0.04,0.72 +/- 0.02,0.54 +/- 0.02,2025-12-01 09:42:28+00:00,
147
+ 146,large,0.68 +/- 0.03,0.40 +/- 0.05,0.69 +/- 0.03,0.52 +/- 0.02,2026-01-19 03:15:54+00:00,
148
+ 147,tezoro14,0.68 +/- 0.03,0.40 +/- 0.05,0.69 +/- 0.03,0.52 +/- 0.02,2026-01-18 08:18:24+00:00,
149
+ 148,AzizA-A,0.68 +/- 0.03,0.45 +/- 0.04,0.69 +/- 0.03,0.52 +/- 0.02,2026-01-19 23:01:43+00:00,https://github.com/AzizAbusaleh/OpenADMET-Challenge2026/blob/3da375b0f8f801a03873ea69622ebb31d7f907fb/Report.pdf
150
+ 149,massazahdeh,0.68 +/- 0.03,0.45 +/- 0.04,0.74 +/- 0.02,0.56 +/- 0.02,2026-01-19 23:18:52+00:00,https://huggingface.co/spaces/openadmet/OpenADMET-ExpansionRx-Challenge
151
+ 150,KNIMEST,0.68 +/- 0.03,0.41 +/- 0.05,0.70 +/- 0.02,0.53 +/- 0.02,2026-01-10 07:53:42+00:00,https://docs.google.com/document/d/1e0LpSpYW4VM2c9xVnSKykDDpP9lvdUSIsAJ6h1qbt4E/edit?usp=drive_link
152
+ 151,mm_drug_21,0.69 +/- 0.03,0.45 +/- 0.04,0.70 +/- 0.03,0.53 +/- 0.02,2026-01-19 11:02:58+00:00,
153
+ 152,ellieberry,0.69 +/- 0.03,0.45 +/- 0.03,0.69 +/- 0.03,0.52 +/- 0.02,2026-01-19 22:35:11+00:00,https://github.com/etiu/Openadmet_competition_v2
154
+ 153,admet-o-matic,0.69 +/- 0.03,0.42 +/- 0.05,0.67 +/- 0.03,0.50 +/- 0.02,2026-01-18 20:13:37+00:00,
155
+ 154,snowflake,0.69 +/- 0.03,0.44 +/- 0.04,0.70 +/- 0.03,0.52 +/- 0.02,2025-11-11 15:38:13+00:00,
156
+ 155,tiuel,0.69 +/- 0.03,0.44 +/- 0.04,0.68 +/- 0.03,0.51 +/- 0.02,2026-01-17 22:51:28+00:00,https://github.com/etiu/OpenAdmet_competition
157
+ 156,EGabrielle,0.69 +/- 0.03,0.45 +/- 0.04,0.69 +/- 0.03,0.51 +/- 0.02,2026-01-19 23:14:25+00:00,https://github.com/etiu/Openadmet_competition_v2
158
+ 157,bariorbolrin,0.69 +/- 0.03,0.40 +/- 0.04,0.66 +/- 0.03,0.49 +/- 0.02,2025-11-14 10:26:37+00:00,
159
+ 158,veval8,0.69 +/- 0.03,0.41 +/- 0.05,0.72 +/- 0.02,0.54 +/- 0.02,2025-12-15 18:28:07+00:00,
160
+ 159,minzina-base-check,0.69 +/- 0.03,0.40 +/- 0.04,0.72 +/- 0.02,0.54 +/- 0.02,2025-12-16 00:16:22+00:00,
161
+ 160,tespharma,0.69 +/- 0.03,0.42 +/- 0.05,0.71 +/- 0.03,0.54 +/- 0.02,2026-01-19 16:16:49+00:00,https://docs.google.com/document/d/1ydaJf4kJOlfVOoYlXTEU0JNrINWhEwfM0NSPXJU-FtU/edit?usp=sharing
162
+ 161,spellbound,0.69 +/- 0.03,0.44 +/- 0.04,0.70 +/- 0.03,0.52 +/- 0.02,2025-11-11 18:17:31+00:00,
163
+ 162,Cuiyaning,0.69 +/- 0.03,0.38 +/- 0.04,0.70 +/- 0.03,0.52 +/- 0.02,2026-01-12 05:48:20+00:00,
164
+ 163,Macao74,0.69 +/- 0.03,0.42 +/- 0.04,0.66 +/- 0.03,0.49 +/- 0.02,2026-01-17 23:16:19+00:00,
165
+ 164,houman96,0.69 +/- 0.03,0.44 +/- 0.04,0.68 +/- 0.03,0.51 +/- 0.02,2025-12-13 15:52:31+00:00,
166
+ 165,riemann,0.69 +/- 0.03,0.39 +/- 0.04,0.67 +/- 0.03,0.50 +/- 0.02,2026-01-19 14:09:21+00:00,https://docs.google.com/document/d/1N_huCHcjGN2OpioMyZBE3Pi5LRhVJoG2t3CFkqIHy50/edit?usp=sharing
167
+ 166,veval32,0.69 +/- 0.03,0.39 +/- 0.05,0.72 +/- 0.02,0.54 +/- 0.02,2025-12-15 18:37:20+00:00,
168
+ 167,iCsmiles,0.69 +/- 0.03,0.40 +/- 0.04,0.69 +/- 0.03,0.51 +/- 0.02,2026-01-19 02:54:02+00:00,https://huggingface.co/datasets/JustLeonard/ML/blob/main/readmev2.pdf
169
+ 168,baseline_v7,0.69 +/- 0.03,0.44 +/- 0.04,0.67 +/- 0.03,0.49 +/- 0.02,2025-11-16 00:00:32+00:00,
170
+ 169,itetko,0.69 +/- 0.03,0.42 +/- 0.04,0.73 +/- 0.02,0.55 +/- 0.02,2026-01-19 23:07:46+00:00,https://docs.google.com/document/d/1wh6lkdgEl7lMLSyxhuMXVd3E4Pqqbo--lPdxb_hoTkM/edit?tab=t.0
171
+ 170,davidgiganti,0.69 +/- 0.03,0.38 +/- 0.04,0.68 +/- 0.03,0.51 +/- 0.02,2026-01-19 23:59:59+00:00,https://github.com/davidgiganti-ship-it/OpenADMET-ExpansionRx-Challenge
172
+ 171,Fa987123,0.70 +/- 0.03,0.41 +/- 0.04,0.71 +/- 0.02,0.53 +/- 0.02,2025-11-03 06:31:40+00:00,
173
+ 172,Cheng-Kuo,0.70 +/- 0.03,0.37 +/- 0.05,0.72 +/- 0.02,0.55 +/- 0.02,2025-12-19 03:04:25+00:00,
174
+ 173,Roquentin99,0.70 +/- 0.03,0.39 +/- 0.04,0.69 +/- 0.02,0.52 +/- 0.02,2025-11-13 09:11:43+00:00,
175
+ 174,fiesta_xxl,0.70 +/- 0.03,0.43 +/- 0.04,0.66 +/- 0.03,0.48 +/- 0.02,2025-10-29 23:05:12+00:00,
176
+ 175,my-alaska,0.70 +/- 0.02,0.44 +/- 0.03,0.66 +/- 0.03,0.49 +/- 0.02,2025-11-06 12:05:36+00:00,
177
+ 176,jonswain,0.70 +/- 0.03,0.40 +/- 0.04,0.65 +/- 0.03,0.48 +/- 0.02,2025-11-06 05:24:42+00:00,https://github.com/jonswain/OpenADMET_ExpansionRx_Blind_Challenge
178
+ 177,okidoki,0.70 +/- 0.03,0.38 +/- 0.04,0.70 +/- 0.02,0.52 +/- 0.02,2026-01-13 08:12:45+00:00,
179
+ 178,eq_az,0.70 +/- 0.02,0.42 +/- 0.04,0.70 +/- 0.03,0.52 +/- 0.02,2026-01-16 21:05:26+00:00,https://drive.google.com/drive/folders/1AE9iD5EHYA7Kri1Z1hywNPXMaQl0-4iQ
180
+ 179,bionic_beaver,0.71 +/- 0.03,0.43 +/- 0.04,0.69 +/- 0.03,0.51 +/- 0.02,2025-11-11 19:02:26+00:00,
181
+ 180,OneShot,0.71 +/- 0.03,0.39 +/- 0.05,0.68 +/- 0.03,0.51 +/- 0.02,2025-12-02 23:13:59+00:00,
182
+ 181,zero-6,0.71 +/- 0.03,0.42 +/- 0.04,0.68 +/- 0.03,0.50 +/- 0.02,2026-01-11 23:25:59+00:00,
183
+ 182,vanilla,0.71 +/- 0.03,0.38 +/- 0.04,0.68 +/- 0.03,0.51 +/- 0.02,2026-01-16 21:03:34+00:00,
184
+ 183,VC2,0.71 +/- 0.03,0.37 +/- 0.04,0.68 +/- 0.03,0.51 +/- 0.02,2026-01-19 01:05:41+00:00,
185
+ 184,mopac79,0.71 +/- 0.03,0.40 +/- 0.04,0.67 +/- 0.03,0.50 +/- 0.02,2025-12-12 09:55:23+00:00,
186
+ 185,HF2,0.71 +/- 0.03,0.39 +/- 0.04,0.68 +/- 0.03,0.51 +/- 0.02,2025-12-12 23:35:42+00:00,
187
+ 186,blend_best,0.72 +/- 0.03,0.37 +/- 0.04,0.73 +/- 0.02,0.57 +/- 0.02,2026-01-16 05:23:06+00:00,
188
+ 187,tp53,0.72 +/- 0.02,0.36 +/- 0.04,0.65 +/- 0.03,0.48 +/- 0.02,2025-12-28 22:21:24+00:00,
189
+ 188,wwang482,0.72 +/- 0.03,0.39 +/- 0.05,0.71 +/- 0.02,0.54 +/- 0.02,2025-12-10 23:08:53+00:00,
190
+ 189,3dprint,0.72 +/- 0.02,0.37 +/- 0.04,0.61 +/- 0.03,0.45 +/- 0.02,2026-01-17 21:39:29+00:00,https://tinyurl.com/mnb2csbe
191
+ 190,femisegvn,0.72 +/- 0.03,0.39 +/- 0.04,0.66 +/- 0.03,0.48 +/- 0.02,2026-01-18 20:55:52+00:00,https://github.com/femisegvn/ExpansionRx-OpenADMET-blind-challenge
192
+ 191,CNMP_ecfp,0.72 +/- 0.03,0.35 +/- 0.05,0.65 +/- 0.03,0.48 +/- 0.02,2025-12-10 22:10:13+00:00,
193
+ 192,whitead,0.72 +/- 0.03,0.38 +/- 0.04,0.67 +/- 0.03,0.49 +/- 0.02,2025-11-15 06:08:40+00:00,
194
+ 193,Gadigopula,0.73 +/- 0.03,0.35 +/- 0.04,0.66 +/- 0.03,0.49 +/- 0.02,2026-01-15 19:14:56+00:00,
195
+ 194,ChemBri,0.73 +/- 0.03,0.29 +/- 0.05,0.68 +/- 0.03,0.51 +/- 0.02,2025-11-10 04:08:52+00:00,
196
+ 195,mmahmedHFG,0.73 +/- 0.03,0.40 +/- 0.04,0.68 +/- 0.03,0.51 +/- 0.02,2025-12-12 18:26:30+00:00,
197
+ 196,caithmac,0.73 +/- 0.03,0.40 +/- 0.04,0.67 +/- 0.03,0.49 +/- 0.02,2025-12-18 11:40:55+00:00,
198
+ 197,vjvk,0.73 +/- 0.03,0.31 +/- 0.05,0.71 +/- 0.02,0.54 +/- 0.02,2026-01-17 11:54:43+00:00,
199
+ 198,XeonChem,0.73 +/- 0.03,0.36 +/- 0.05,0.67 +/- 0.03,0.50 +/- 0.02,2026-01-19 23:59:59+00:00,https://docs.google.com/document/d/1-N0GW_6HnSx4rYVoyKCGjGUWxcBXyxwWsmi38lueZck/edit?usp=sharing
200
+ 199,gadigopula,0.73 +/- 0.03,0.35 +/- 0.05,0.65 +/- 0.03,0.48 +/- 0.02,2026-01-15 17:30:06+00:00,
201
+ 200,CNMP_cxn,0.73 +/- 0.03,0.38 +/- 0.04,0.70 +/- 0.03,0.52 +/- 0.02,2026-01-08 17:03:49+00:00,
202
+ 201,wleco22,0.73 +/- 0.03,0.38 +/- 0.04,0.67 +/- 0.03,0.49 +/- 0.02,2026-01-19 10:53:58+00:00,https://docs.google.com/document/d/1wxbX96aE9hxgvmUqbeLkxdDe4sRU1DcBXKB08eLo8G0/edit?usp=sharing
203
+ 202,midwestmols,0.73 +/- 0.03,0.39 +/- 0.04,0.64 +/- 0.03,0.47 +/- 0.02,2025-11-07 19:43:44+00:00,
204
+ 203,speller,0.73 +/- 0.03,0.39 +/- 0.04,0.66 +/- 0.03,0.49 +/- 0.02,2025-11-11 15:14:12+00:00,
205
+ 204,OminousBuzzing,0.73 +/- 0.03,0.39 +/- 0.04,0.71 +/- 0.03,0.53 +/- 0.02,2025-11-24 09:33:19+00:00,
206
+ 205,zpk,0.73 +/- 0.03,0.36 +/- 0.04,0.64 +/- 0.03,0.47 +/- 0.02,2025-11-20 16:19:09+00:00,
207
+ 206,MolecularDescriptor,0.73 +/- 0.03,0.39 +/- 0.04,0.65 +/- 0.03,0.48 +/- 0.02,2025-11-04 18:29:11+00:00,
208
+ 207,vibeADMET,0.73 +/- 0.03,0.39 +/- 0.04,0.64 +/- 0.03,0.47 +/- 0.02,2026-01-19 21:51:12+00:00,https://docs.google.com/document/d/e/2PACX-1vT8yCpYslYvCvcrZuZElChg6XVSx6HH1U4wZ0sLlHy6828LwVCBXSU4FTpwYvL8hDr7ReomL5q_PPki/pub
209
+ 208,Harshit494,0.74 +/- 0.03,0.39 +/- 0.04,0.66 +/- 0.03,0.49 +/- 0.02,2026-01-19 10:26:15+00:00,https://github.com/research-al/admet-challenge
210
+ 209,harshit494,0.74 +/- 0.03,0.39 +/- 0.04,0.66 +/- 0.03,0.49 +/- 0.02,2025-12-23 13:37:09+00:00,
211
+ 210,ridge_regression,0.74 +/- 0.03,0.39 +/- 0.04,0.65 +/- 0.03,0.48 +/- 0.02,2025-11-16 12:25:32+00:00,
212
+ 211,always_testing,0.74 +/- 0.03,0.40 +/- 0.03,0.64 +/- 0.03,0.47 +/- 0.02,2025-12-18 05:34:50+00:00,
213
+ 212,xgboost,0.74 +/- 0.03,0.39 +/- 0.04,0.65 +/- 0.03,0.48 +/- 0.02,2025-11-16 12:26:43+00:00,
214
+ 213,mordred,0.74 +/- 0.03,0.38 +/- 0.04,0.66 +/- 0.03,0.49 +/- 0.02,2025-11-29 20:04:54+00:00,
215
+ 214,mkruege,0.74 +/- 0.03,0.36 +/- 0.05,0.68 +/- 0.03,0.50 +/- 0.02,2025-12-03 09:55:11+00:00,https://doi.org/10.17617/3.GIKHJL
216
+ 215,blend-stretch,0.74 +/- 0.03,0.33 +/- 0.05,0.73 +/- 0.02,0.55 +/- 0.02,2026-01-16 06:23:41+00:00,
217
+ 216,lic,0.74 +/- 0.02,0.38 +/- 0.03,0.66 +/- 0.03,0.48 +/- 0.02,2025-11-15 02:17:22+00:00,
218
+ 217,jaypo,0.74 +/- 0.03,0.37 +/- 0.04,0.64 +/- 0.03,0.47 +/- 0.02,2025-12-06 21:29:08+00:00,
219
+ 218,ch-rt-ms,0.74 +/- 0.03,0.36 +/- 0.05,0.72 +/- 0.02,0.55 +/- 0.02,2026-01-19 19:47:24+00:00,
220
+ 219,pkzheng,0.74 +/- 0.03,0.35 +/- 0.04,0.64 +/- 0.03,0.47 +/- 0.02,2025-12-01 14:41:09+00:00,
221
+ 220,cc54,0.74 +/- 0.03,0.30 +/- 0.06,0.67 +/- 0.03,0.50 +/- 0.02,2026-01-18 06:55:04+00:00,
222
+ 221,pykel,0.75 +/- 0.03,0.28 +/- 0.05,0.64 +/- 0.03,0.47 +/- 0.02,2026-01-19 07:11:05+00:00,https://docs.google.com/document/d/e/2PACX-1vSu7dHC9-lGeMKyqHaiiPM3Ji_Mb-eLKKtOd453WzbMSH9bT2Bbct4e1TJ6a0kfquMTwK1V-JirxJDi/pub
223
+ 222,dodo_1901,0.75 +/- 0.03,0.37 +/- 0.04,0.65 +/- 0.03,0.47 +/- 0.02,2026-01-18 18:08:00+00:00,
224
+ 223,blasphemous_pakhlava,0.75 +/- 0.03,0.28 +/- 0.06,0.67 +/- 0.03,0.50 +/- 0.02,2025-12-09 11:43:05+00:00,
225
+ 224,feanor,0.75 +/- 0.03,0.33 +/- 0.04,0.63 +/- 0.03,0.46 +/- 0.02,2026-01-15 22:14:53+00:00,
226
+ 225,all the assays,0.75 +/- 0.02,0.35 +/- 0.04,0.69 +/- 0.03,0.51 +/- 0.02,2025-11-12 19:36:26+00:00,
227
+ 226,Jastok,0.75 +/- 0.02,0.35 +/- 0.03,0.64 +/- 0.03,0.47 +/- 0.02,2025-10-28 15:58:03+00:00,
228
+ 227,roshkjr,0.75 +/- 0.03,0.31 +/- 0.04,0.64 +/- 0.03,0.47 +/- 0.02,2025-11-29 22:15:30+00:00,
229
+ 228,Shahi007,0.75 +/- 0.03,0.34 +/- 0.04,0.68 +/- 0.03,0.50 +/- 0.02,2026-01-09 17:20:45+00:00,
230
+ 229,KagakuAI,0.75 +/- 0.03,0.32 +/- 0.04,0.61 +/- 0.03,0.44 +/- 0.02,2025-11-11 08:43:38+00:00,
231
+ 230,testingv7,0.75 +/- 0.03,0.31 +/- 0.05,0.62 +/- 0.03,0.45 +/- 0.02,2025-10-31 23:38:52+00:00,
232
+ 231,zero,0.76 +/- 0.03,0.36 +/- 0.04,0.62 +/- 0.03,0.45 +/- 0.02,2025-11-01 18:28:54+00:00,
233
+ 232,sloppy,0.76 +/- 0.03,0.36 +/- 0.04,0.62 +/- 0.03,0.45 +/- 0.02,2026-01-15 15:49:33+00:00,
234
+ 233,batu-kav,0.76 +/- 0.03,0.36 +/- 0.04,0.62 +/- 0.03,0.45 +/- 0.02,2026-01-06 07:20:06+00:00,https://Baseline model using challenge tutorial
235
+ 234,jlo,0.76 +/- 0.03,0.34 +/- 0.05,0.64 +/- 0.03,0.47 +/- 0.02,2026-01-17 03:50:08+00:00,
236
+ 235,pg-3,0.76 +/- 0.03,0.32 +/- 0.05,0.64 +/- 0.03,0.47 +/- 0.02,2026-01-17 21:12:34+00:00,https://docs.google.com/document/d/1ZdrAFOsqe1iZGWu2zGxvbowqkjXFb48UFNbprS2_6pU/
237
+ 236,MolecularForgeAI,0.76 +/- 0.03,0.28 +/- 0.05,0.61 +/- 0.03,0.45 +/- 0.02,2025-12-11 15:56:43+00:00,
238
+ 237,hmacdope,0.76 +/- 0.03,0.36 +/- 0.04,0.62 +/- 0.03,0.45 +/- 0.02,2025-11-18 18:44:46+00:00,
239
+ 238,hmacdope3,0.76 +/- 0.03,0.36 +/- 0.04,0.62 +/- 0.03,0.45 +/- 0.02,2025-11-08 23:35:29+00:00,
240
+ 239,shedit-OpenADMET,0.76 +/- 0.03,0.34 +/- 0.04,0.62 +/- 0.03,0.45 +/- 0.02,2025-11-04 20:11:22+00:00,
241
+ 240,Kandagalla,0.76 +/- 0.03,0.30 +/- 0.05,0.61 +/- 0.03,0.44 +/- 0.02,2026-01-19 13:01:28+00:00,https://drive.google.com/file/d/1uJbizC6W-chHjzeq7uaQw42Cv91IsEAk/view?usp=sharing
242
+ 241,rabbit,0.76 +/- 0.03,0.35 +/- 0.04,0.63 +/- 0.03,0.46 +/- 0.02,2026-01-12 06:25:25+00:00,
243
+ 242,AIDDLin,0.76 +/- 0.03,0.31 +/- 0.04,0.62 +/- 0.03,0.45 +/- 0.02,2026-01-18 05:38:07+00:00,https://github.com/linshaolong11/CAMF.git
244
+ 243,jace,0.76 +/- 0.03,0.34 +/- 0.05,0.64 +/- 0.03,0.47 +/- 0.02,2026-01-15 14:16:34+00:00,
245
+ 244,irriok,0.76 +/- 0.03,0.26 +/- 0.06,0.66 +/- 0.03,0.49 +/- 0.02,2025-11-07 09:29:51+00:00,
246
+ 245,minzina-tab2-clip,0.76 +/- 0.03,0.30 +/- 0.04,0.62 +/- 0.03,0.45 +/- 0.02,2026-01-11 18:02:45+00:00,
247
+ 246,Lancet2,0.76 +/- 0.03,0.33 +/- 0.05,0.63 +/- 0.03,0.46 +/- 0.02,2025-12-13 00:25:02+00:00,
248
+ 247,csaba-percept-bio,0.77 +/- 0.03,0.32 +/- 0.04,0.62 +/- 0.03,0.45 +/- 0.02,2026-01-18 18:32:07+00:00,https://docs.google.com/document/d/1dzNWT8oyR0-ja_zT6q7bBMPfMTOH2gByY25Sbd13UOs/
249
+ 248,tomatpercept,0.77 +/- 0.03,0.32 +/- 0.04,0.62 +/- 0.03,0.45 +/- 0.02,2026-01-18 20:16:44+00:00,https://docs.google.com/document/d/1dzNWT8oyR0-ja_zT6q7bBMPfMTOH2gByY25Sbd13UOs/edit?usp=sharing
250
+ 249,snowball4,0.77 +/- 0.03,0.30 +/- 0.05,0.62 +/- 0.03,0.45 +/- 0.02,2025-12-05 21:10:11+00:00,
251
+ 250,SimuRaiden,0.77 +/- 0.03,0.31 +/- 0.04,0.62 +/- 0.03,0.46 +/- 0.02,2025-10-30 15:04:34+00:00,
252
+ 251,expansion,0.77 +/- 0.03,0.01 +/- 0.07,0.72 +/- 0.02,0.56 +/- 0.02,2026-01-18 21:48:26+00:00,
253
+ 252,minzina-tabpfn,0.77 +/- 0.03,0.28 +/- 0.04,0.62 +/- 0.03,0.45 +/- 0.02,2026-01-11 14:37:00+00:00,
254
+ 253,mmahmedHF,0.77 +/- 0.03,0.33 +/- 0.04,0.66 +/- 0.03,0.49 +/- 0.02,2025-12-12 16:03:17+00:00,
255
+ 254,PepTest2,0.77 +/- 0.03,0.28 +/- 0.05,0.62 +/- 0.03,0.45 +/- 0.02,2026-01-13 17:30:00+00:00,
256
+ 255,aaronfeller,0.77 +/- 0.03,0.28 +/- 0.05,0.62 +/- 0.03,0.45 +/- 0.02,2026-01-13 16:37:47+00:00,
257
+ 256,Srajal,0.77 +/- 0.03,0.31 +/- 0.04,0.68 +/- 0.03,0.51 +/- 0.02,2025-12-18 12:10:20+00:00,
258
+ 257,lifaen,0.77 +/- 0.03,0.23 +/- 0.06,0.67 +/- 0.03,0.50 +/- 0.02,2026-01-16 19:55:58+00:00,
259
+ 258,simple rf baseline,0.78 +/- 0.03,0.33 +/- 0.04,0.61 +/- 0.03,0.44 +/- 0.02,2025-10-31 14:18:48+00:00,
260
+ 259,Discoverybytes,0.78 +/- 0.03,0.30 +/- 0.04,0.56 +/- 0.03,0.41 +/- 0.03,2026-01-02 01:15:14+00:00,https://docs.google.com/document/d/1fNlOGOvF_lrqWz8-MY3oNyXKUSy5_wWmZeukAEUUFf0/edit?usp=drive_link
261
+ 260,srkarra,0.78 +/- 0.03,0.34 +/- 0.04,0.60 +/- 0.03,0.43 +/- 0.02,2026-01-13 02:49:17+00:00,
262
+ 261,SystemsCBLab,0.78 +/- 0.03,0.31 +/- 0.04,0.60 +/- 0.03,0.44 +/- 0.02,2026-01-20 00:33:29+00:00,https://github.com/apalania/OpenADMET-ExpansionRx-Challenge/blob/main/MethodologyReport_v2.pdf
263
+ 262,Caps,0.78 +/- 0.03,0.26 +/- 0.06,0.66 +/- 0.03,0.49 +/- 0.02,2026-01-19 14:01:10+00:00,
264
+ 263,imikezhu,0.78 +/- 0.03,0.28 +/- 0.05,0.60 +/- 0.03,0.44 +/- 0.02,2025-11-12 00:03:04+00:00,
265
+ 264,minzina-base_mse,0.78 +/- 0.03,0.23 +/- 0.05,0.64 +/- 0.03,0.47 +/- 0.02,2025-12-16 08:49:54+00:00,
266
+ 265,TERRA,0.78 +/- 0.03,0.27 +/- 0.05,0.61 +/- 0.03,0.44 +/- 0.02,2025-11-09 07:59:07+00:00,
267
+ 266,Cindyhui22,0.79 +/- 0.03,0.28 +/- 0.05,0.64 +/- 0.03,0.47 +/- 0.02,2025-12-10 23:17:38+00:00,
268
+ 267,paulo,0.79 +/- 0.03,0.26 +/- 0.05,0.62 +/- 0.03,0.45 +/- 0.02,2025-12-01 23:01:43+00:00,
269
+ 268,HungryCapybara,0.79 +/- 0.04,0.20 +/- 0.07,0.60 +/- 0.03,0.43 +/- 0.02,2026-01-02 22:40:47+00:00,
270
+ 269,admetchallenger,0.79 +/- 0.03,0.23 +/- 0.05,0.57 +/- 0.03,0.41 +/- 0.02,2025-11-14 00:46:45+00:00,
271
+ 270,ceklarzj,0.79 +/- 0.03,0.21 +/- 0.06,0.62 +/- 0.03,0.46 +/- 0.02,2026-01-13 10:10:18+00:00,
272
+ 271,maxime1310,0.79 +/- 0.03,0.29 +/- 0.04,0.59 +/- 0.03,0.42 +/- 0.02,2025-11-30 22:49:02+00:00,
273
+ 272,mmahmed,0.80 +/- 0.03,0.29 +/- 0.05,0.63 +/- 0.03,0.46 +/- 0.02,2025-12-12 15:53:12+00:00,
274
+ 273,:(,0.80 +/- 0.03,0.23 +/- 0.05,0.61 +/- 0.03,0.45 +/- 0.02,2026-01-18 10:26:39+00:00,
275
+ 274,AFP_FF_1_ensemble,0.80 +/- 0.03,0.26 +/- 0.05,0.59 +/- 0.03,0.43 +/- 0.02,2025-11-11 20:24:08+00:00,
276
+ 275,SunKnowledge,0.80 +/- 0.03,0.27 +/- 0.05,0.56 +/- 0.03,0.41 +/- 0.03,2025-12-30 15:22:48+00:00,
277
+ 276,Suryavedha9,0.80 +/- 0.03,0.27 +/- 0.05,0.56 +/- 0.03,0.41 +/- 0.03,2025-12-30 15:29:46+00:00,
278
+ 277,rymsnyde,0.80 +/- 0.03,0.23 +/- 0.05,0.62 +/- 0.03,0.45 +/- 0.02,2026-01-19 04:37:37+00:00,https://github.com/rymsnyde/LMC-MO-GPR_for_ADMET
279
+ 278,maxime1,0.80 +/- 0.03,0.27 +/- 0.04,0.58 +/- 0.03,0.42 +/- 0.02,2025-11-25 22:50:20+00:00,
280
+ 279,malteny,0.80 +/- 0.03,0.17 +/- 0.06,0.65 +/- 0.03,0.48 +/- 0.02,2025-11-02 15:18:06+00:00,
281
+ 280,eightmm,0.80 +/- 0.03,0.22 +/- 0.05,0.65 +/- 0.03,0.48 +/- 0.02,2025-11-11 03:50:28+00:00,
282
+ 281,elli3tiu,0.80 +/- 0.03,0.21 +/- 0.06,0.63 +/- 0.03,0.47 +/- 0.02,2025-12-16 13:09:55+00:00,
283
+ 282,jahy,0.81 +/- 0.03,0.26 +/- 0.05,0.61 +/- 0.03,0.44 +/- 0.02,2026-01-17 09:52:20+00:00,
284
+ 283,bolt,0.81 +/- 0.03,0.21 +/- 0.04,0.65 +/- 0.03,0.48 +/- 0.02,2026-01-19 12:21:09+00:00,
285
+ 284,boltzmann4,0.81 +/- 0.03,0.26 +/- 0.05,0.67 +/- 0.03,0.50 +/- 0.02,2026-01-19 16:36:58+00:00,https://docs.google.com/document/d/1-yiygaQi4SC5-4TdrAo8faxW2CNO7YvJ/edit?usp=sharing&ouid=111440856211122900819&rtpof=true&sd=true
286
+ 285,Tomato,0.81 +/- 0.03,0.22 +/- 0.05,0.62 +/- 0.03,0.45 +/- 0.02,2025-12-14 07:37:29+00:00,
287
+ 286,srajall,0.82 +/- 0.03,0.23 +/- 0.05,0.61 +/- 0.03,0.45 +/- 0.02,2025-12-21 12:57:40+00:00,
288
+ 287,AStaniszewski,0.82 +/- 0.03,0.20 +/- 0.05,0.59 +/- 0.03,0.42 +/- 0.02,2025-11-03 16:23:41+00:00,
289
+ 288,oku06,0.82 +/- 0.03,0.17 +/- 0.05,0.57 +/- 0.03,0.41 +/- 0.03,2026-01-18 12:46:16+00:00,
290
+ 289,snowtester,0.82 +/- 0.03,0.21 +/- 0.05,0.58 +/- 0.03,0.41 +/- 0.02,2025-11-11 17:15:46+00:00,
291
+ 290,lherman,0.82 +/- 0.04,0.14 +/- 0.06,0.61 +/- 0.03,0.45 +/- 0.02,2025-11-11 23:02:31+00:00,
292
+ 291,ChemTechBaron,0.83 +/- 0.04,0.14 +/- 0.06,0.62 +/- 0.03,0.45 +/- 0.02,2025-12-23 09:14:35+00:00,
293
+ 292,Egabrielle,0.83 +/- 0.03,0.18 +/- 0.06,0.58 +/- 0.03,0.42 +/- 0.02,2026-01-07 17:07:43+00:00,
294
+ 293,gamma,0.84 +/- 0.02,0.21 +/- 0.02,0.79 +/- 0.02,0.59 +/- 0.02,2026-01-19 13:47:43+00:00,
295
+ 294,Mohitlikestocode,0.84 +/- 0.03,0.16 +/- 0.05,0.54 +/- 0.03,0.38 +/- 0.03,2025-11-23 06:27:30+00:00,
296
+ 295,sunnysideup,0.84 +/- 0.03,0.22 +/- 0.05,0.55 +/- 0.03,0.39 +/- 0.02,2025-12-20 13:51:47+00:00,
297
+ 296,Apxjmd,0.85 +/- 0.03,0.15 +/- 0.05,0.55 +/- 0.03,0.40 +/- 0.02,2026-01-19 16:26:14+00:00,https://docs.google.com/document/d/1r3o16KmaizQJb67i8G6lsYeIVsjUp3pSsK5u5GPqrBs/edit?usp=sharing
298
+ 297,ck241,0.85 +/- 0.03,0.11 +/- 0.07,0.61 +/- 0.03,0.44 +/- 0.02,2025-12-28 15:01:40+00:00,
299
+ 298,lancet2,0.85 +/- 0.03,0.18 +/- 0.05,0.56 +/- 0.03,0.40 +/- 0.03,2025-12-14 17:54:54+00:00,
300
+ 299,jasonlin90125,0.85 +/- 0.03,0.13 +/- 0.05,0.53 +/- 0.03,0.38 +/- 0.03,2025-11-18 20:42:06+00:00,
301
+ 300,lucs1,0.86 +/- 0.03,0.17 +/- 0.05,0.53 +/- 0.03,0.37 +/- 0.02,2025-12-27 15:51:33+00:00,
302
+ 301,aptest,0.86 +/- 0.04,0.12 +/- 0.06,0.57 +/- 0.03,0.41 +/- 0.02,2026-01-19 13:18:06+00:00,
303
+ 302,dltaa_team,0.87 +/- 0.03,0.13 +/- 0.05,0.50 +/- 0.03,0.36 +/- 0.03,2026-01-16 16:22:33+00:00,
304
+ 303,eachanjohnson,0.87 +/- 0.03,0.15 +/- 0.05,0.53 +/- 0.03,0.38 +/- 0.02,2026-01-19 01:01:32+00:00,https://github.com/eachanjohnson/challenge-2601-openadmet
305
+ 304,xyxmxy,0.88 +/- 0.03,0.10 +/- 0.05,0.50 +/- 0.03,0.36 +/- 0.03,2026-01-19 07:51:11+00:00,
306
+ 305,metro_mehed,0.88 +/- 0.03,0.14 +/- 0.05,0.54 +/- 0.03,0.38 +/- 0.02,2026-01-19 19:07:46+00:00,https://docs.google.com/document/d/1xseb0nWU162fvvG8jFDoEKX_nx4qEflHMrNmDNSn2Oo/edit?usp=drive_link
307
+ 306,chsk1508,0.89 +/- 0.04,-0.22 +/- 0.19,0.59 +/- 0.03,0.43 +/- 0.03,2025-12-28 20:05:37+00:00,
308
+ 307,baselining,0.89 +/- 0.04,0.08 +/- 0.06,0.55 +/- 0.03,0.40 +/- 0.02,2026-01-05 17:59:09+00:00,
309
+ 308,ProtonSci,0.89 +/- 0.03,-0.02 +/- 0.05,0.63 +/- 0.03,0.46 +/- 0.02,2025-12-11 16:28:33+00:00,
310
+ 309,sudhir2016,0.89 +/- 0.03,0.09 +/- 0.06,0.54 +/- 0.03,0.38 +/- 0.02,2026-01-17 16:06:17+00:00,https://gist.github.com/sudhir2016/e6a488fe6a856dfc3d8b6734b612a6a5
311
+ 310,DrSmith,0.90 +/- 0.03,-0.00 +/- 0.06,0.49 +/- 0.04,0.35 +/- 0.03,2025-11-20 22:21:55+00:00,
312
+ 311,6Nsec,0.91 +/- 0.03,0.01 +/- 0.06,0.53 +/- 0.03,0.38 +/- 0.03,2026-01-17 22:16:14+00:00,
313
+ 312,NHRI_MTForestNet_L4_MAE,0.91 +/- 0.03,0.01 +/- 0.05,0.49 +/- 0.04,0.34 +/- 0.03,2025-11-18 08:09:24+00:00,
314
+ 313,NHRI_MTForestNet_L3_MAE,0.92 +/- 0.03,0.00 +/- 0.05,0.49 +/- 0.03,0.34 +/- 0.03,2025-11-18 08:06:59+00:00,
315
+ 314,morgul,0.92 +/- 0.03,-0.03 +/- 0.05,0.44 +/- 0.04,0.31 +/- 0.03,2026-01-13 21:15:54+00:00,
316
+ 315,emsciage,0.93 +/- 0.04,-0.22 +/- 0.11,0.63 +/- 0.03,0.47 +/- 0.02,2025-11-09 01:57:24+00:00,
317
+ 316,aime,0.94 +/- 0.03,0.08 +/- 0.05,0.49 +/- 0.04,0.34 +/- 0.03,2025-12-07 00:58:02+00:00,
318
+ 317,mtqspr_pcamor,0.94 +/- 0.04,0.00 +/- 0.08,0.71 +/- 0.02,0.53 +/- 0.02,2026-01-18 00:16:27+00:00,https://docs.google.com/document/d/1knr4cDWE-Tn0ZmcTqSCfADTN2d6BIQqsnfaN6URv9Nk/edit?usp=sharing
319
+ 318,NHRI_MTForestNet_L2_MAE,0.94 +/- 0.03,-0.04 +/- 0.05,0.47 +/- 0.04,0.33 +/- 0.03,2025-11-18 08:02:57+00:00,
320
+ 319,NHRI_MTForestNet_L2_MAE_round1,0.94 +/- 0.03,-0.04 +/- 0.05,0.47 +/- 0.04,0.33 +/- 0.03,2025-11-18 08:14:01+00:00,
321
+ 320,MINTYBOMB,0.95 +/- 0.04,-0.18 +/- 0.09,0.51 +/- 0.03,0.37 +/- 0.03,2026-01-18 14:35:03+00:00,
322
+ 321,haleemiliyash,0.95 +/- 0.04,-0.06 +/- 0.07,0.53 +/- 0.03,0.38 +/- 0.03,2025-12-28 18:09:26+00:00,https://docs.google.com/document/d/1QKNw_Ev6EVsh2faLWFhflS22xxFrdWwcPvSdwYRMBJ0/edit?usp=sharing
323
+ 322,address,0.96 +/- 0.04,-0.12 +/- 0.09,0.61 +/- 0.03,0.44 +/- 0.02,2026-01-16 23:58:02+00:00,
324
+ 323,ragu,0.96 +/- 0.04,-0.12 +/- 0.09,0.61 +/- 0.03,0.44 +/- 0.02,2026-01-16 22:09:51+00:00,
325
+ 324,TheMysteryMan,0.96 +/- 0.04,-0.12 +/- 0.07,0.43 +/- 0.04,0.30 +/- 0.03,2025-10-31 16:03:14+00:00,
326
+ 325,trydemo2,0.96 +/- 0.04,-0.32 +/- 0.11,0.59 +/- 0.03,0.43 +/- 0.02,2025-11-16 07:26:21+00:00,
327
+ 326,sandbox,0.97 +/- 0.04,-0.07 +/- 0.07,0.73 +/- 0.02,0.55 +/- 0.02,2026-01-19 15:14:03+00:00,
328
+ 327,SunntSideUp,1.00 +/- 0.03,-0.17 +/- 0.06,0.42 +/- 0.04,0.29 +/- 0.03,2025-12-30 13:43:16+00:00,
329
+ 328,thmtt,1.00 +/- 0.04,-0.16 +/- 0.06,0.35 +/- 0.04,0.25 +/- 0.03,2025-11-04 23:46:56+00:00,
330
+ 329,nlp,1.01 +/- 0.04,-0.10 +/- 0.07,0.47 +/- 0.04,0.33 +/- 0.03,2026-01-19 03:50:01+00:00,
331
+ 330,CNMP_e3fp,1.04 +/- 0.03,-0.15 +/- 0.05,0.20 +/- 0.04,0.14 +/- 0.03,2025-12-10 22:11:42+00:00,
332
+ 331,latticetower,1.04 +/- 0.04,-0.36 +/- 0.10,0.48 +/- 0.03,0.34 +/- 0.03,2026-01-19 23:30:22+00:00,https://github.com/latticetower/chemney
333
+ 332,zyrlia,1.04 +/- 0.03,-0.16 +/- 0.05,0.33 +/- 0.04,0.22 +/- 0.03,2025-12-17 03:28:03+00:00,
334
+ 333,ld502,1.06 +/- 0.02,-0.20 +/- 0.03,0.51 +/- 0.02,0.36 +/- 0.02,2025-11-20 04:31:57+00:00,
335
+ 334,openadmet-dummy,1.08 +/- 0.02,-0.20 +/- 0.03,nan +/- nan,nan +/- nan,2025-10-23 18:47:43+00:00,
336
+ 335,phazer,1.12 +/- 0.03,-0.39 +/- 0.06,0.21 +/- 0.04,0.14 +/- 0.03,2025-11-01 21:00:59+00:00,
337
+ 336,okidoki,1.15 +/- 0.04,-0.73 +/- 0.10,0.41 +/- 0.02,0.32 +/- 0.02,2026-01-18 07:47:05+00:00,
338
+ 337,nhkhiem1998,1.15 +/- 0.05,-0.88 +/- 0.13,0.54 +/- 0.03,0.41 +/- 0.02,2025-11-13 15:35:49+00:00,
339
+ 338,KyNguyen,1.20 +/- 0.04,-0.62 +/- 0.07,0.24 +/- 0.04,0.16 +/- 0.03,2025-11-22 05:14:35+00:00,
340
+ 339,NirajanB,1.22 +/- 0.05,-0.98 +/- 0.13,0.60 +/- 0.03,0.44 +/- 0.02,2026-01-02 19:40:06+00:00,
341
+ 340,bhatnira,1.22 +/- 0.05,-0.98 +/- 0.13,0.60 +/- 0.03,0.44 +/- 0.02,2026-01-02 19:16:06+00:00,
342
+ 341,redjay,1.25 +/- 0.04,-0.59 +/- 0.08,0.14 +/- 0.04,0.10 +/- 0.03,2026-01-18 19:24:11+00:00,https://docs.google.com/document/d/1QHhGtEriIm0jGCY5NdTxCxkS6xkUMPakCwgePgGcCj8/edit?tab=t.0
343
+ 342,thunder,1.28 +/- 0.06,-0.87 +/- 0.14,0.50 +/- 0.03,0.35 +/- 0.03,2026-01-09 13:52:18+00:00,
344
+ 343,Z3eus,1.31 +/- 0.04,-0.87 +/- 0.08,0.13 +/- 0.04,0.09 +/- 0.03,2025-12-24 12:52:38+00:00,
345
+ 344,AIME,1.31 +/- 0.04,-0.82 +/- 0.10,0.01 +/- 0.04,0.00 +/- 0.03,2025-12-10 17:15:48+00:00,
346
+ 345,baseline_v2,1.32 +/- 0.04,-0.72 +/- 0.09,0.26 +/- 0.04,0.18 +/- 0.03,2025-11-15 19:40:44+00:00,
347
+ 346,Srajall,1.43 +/- 0.06,-1.33 +/- 0.14,0.36 +/- 0.03,0.27 +/- 0.03,2026-01-19 18:45:24+00:00,https://github.com/srajalcodes/ADMET-Challenge-Report-Methodology/blob/main/README.md
348
+ 347,boltzmann_Hy,1.44 +/- 0.06,-1.07 +/- 0.12,0.52 +/- 0.03,0.38 +/- 0.02,2026-01-19 09:20:51+00:00,
349
+ 348,boltzmann_xgb,1.44 +/- 0.06,-1.09 +/- 0.13,0.47 +/- 0.04,0.34 +/- 0.03,2026-01-19 09:49:28+00:00,https://docs.google.com/document/d/1RFuSB9CzAwwysvgjP2Bo0RXWbIUZsKF-/edit?usp=sharing&ouid=111440856211122900819&rtpof=true&sd=true
350
+ 349,Boltz-anki,1.48 +/- 0.06,-1.27 +/- 0.14,0.41 +/- 0.04,0.29 +/- 0.03,2026-01-19 09:59:49+00:00,
351
+ 350,eb_drug_8,1.48 +/- 0.06,-1.80 +/- 0.16,0.38 +/- 0.04,0.27 +/- 0.03,2026-01-05 15:21:57+00:00,
352
+ 351,khayalagbv,1.51 +/- 0.06,-2.05 +/- 0.17,0.43 +/- 0.04,0.31 +/- 0.03,2026-01-06 06:16:40+00:00,
353
+ 352,Curie,1.58 +/- 0.06,-1.83 +/- 0.16,0.14 +/- 0.04,0.10 +/- 0.03,2026-01-10 17:30:29+00:00,
354
+ 353,Gamma,1.60 +/- 0.06,-1.89 +/- 0.17,0.13 +/- 0.04,0.09 +/- 0.03,2026-01-10 17:04:09+00:00,
355
+ 354,DMak,1.61 +/- 0.07,-2.09 +/- 0.20,0.65 +/- 0.02,0.48 +/- 0.02,2025-11-14 13:02:30+00:00,
356
+ 355,lic90476,1.73 +/- 0.07,-2.19 +/- 0.18,0.41 +/- 0.03,0.29 +/- 0.02,2025-12-06 15:27:43+00:00,
357
+ 356,logd_ornot_logd,1.82 +/- 0.07,-2.44 +/- 0.23,0.83 +/- 0.01,0.65 +/- 0.01,2026-01-19 04:04:26+00:00,
358
+ 357,gambit,1.86 +/- 0.07,-3.16 +/- 0.28,0.78 +/- 0.02,0.60 +/- 0.02,2026-01-19 19:36:13+00:00,
359
+ 358,boltzmann,1.88 +/- 0.07,-2.18 +/- 0.20,0.56 +/- 0.03,0.41 +/- 0.02,2026-01-18 17:19:14+00:00,
360
+ 359,wolf,1.92 +/- 0.07,-3.14 +/- 0.25,-0.02 +/- 0.04,-0.01 +/- 0.03,2026-01-11 09:09:46+00:00,
361
+ 360,wolf,1.93 +/- 0.08,-9.51 +/- 0.70,0.46 +/- 0.04,0.32 +/- 0.03,2026-01-07 21:45:48+00:00,
362
+ 361,little-WM-atw-2,1.93 +/- 0.07,-2.92 +/- 0.21,0.02 +/- 0.04,0.02 +/- 0.03,2026-01-10 17:47:00+00:00,https://github.com/azminewasi/OpenADMET_ExpansionRx
363
+ 362,Gante,1.94 +/- 0.08,-3.37 +/- 0.29,0.72 +/- 0.02,0.54 +/- 0.02,2026-01-17 06:52:29+00:00,
364
+ 363,cda7gatech2,2.07 +/- 0.09,-3.18 +/- 0.27,0.70 +/- 0.03,0.53 +/- 0.02,2025-12-11 01:45:19+00:00,
365
+ 364,wwang777,2.07 +/- 0.09,-3.16 +/- 0.27,0.72 +/- 0.03,0.54 +/- 0.02,2025-12-10 23:37:30+00:00,
366
+ 365,MichaelW,2.07 +/- 0.08,-3.15 +/- 0.26,0.68 +/- 0.03,0.51 +/- 0.02,2025-12-11 02:00:30+00:00,
367
+ 366,cda7gatech,2.07 +/- 0.08,-3.15 +/- 0.26,0.68 +/- 0.03,0.51 +/- 0.02,2025-12-11 00:01:25+00:00,
368
+ 367,cd10kfsu,2.08 +/- 0.09,-3.18 +/- 0.27,0.70 +/- 0.03,0.52 +/- 0.02,2025-12-11 00:14:25+00:00,
369
+ 368,rhlin1023,2.10 +/- 0.09,-3.19 +/- 0.28,0.57 +/- 0.03,0.42 +/- 0.03,2025-11-23 13:47:53+00:00,
370
+ 369,zombie,2.12 +/- 0.08,-3.86 +/- 0.30,0.83 +/- 0.02,0.66 +/- 0.03,2026-01-19 17:23:02+00:00,
371
+ 370,rusty,2.12 +/- 0.08,-3.85 +/- 0.30,0.84 +/- 0.02,0.67 +/- 0.02,2026-01-09 15:10:35+00:00,
372
+ 371,grico,2.18 +/- 0.09,-3.48 +/- 0.28,-0.04 +/- 0.05,-0.02 +/- 0.03,2026-01-18 21:52:07+00:00,
373
+ 372,rider,2.19 +/- 0.09,-3.72 +/- 0.33,0.15 +/- 0.04,0.11 +/- 0.03,2026-01-18 21:25:52+00:00,
374
+ 373,workshop,2.22 +/- 0.09,-3.76 +/- 0.33,0.16 +/- 0.04,0.12 +/- 0.03,2026-01-18 07:53:51+00:00,
375
+ 374,nicasio-umap,2.36 +/- 0.10,-4.51 +/- 0.37,0.62 +/- 0.02,0.46 +/- 0.02,2025-12-09 15:17:06+00:00,
376
+ 375,boulder,2.39 +/- 0.10,-4.22 +/- 0.34,0.01 +/- 0.04,0.00 +/- 0.03,2026-01-15 20:48:36+00:00,
377
+ 376,santa-vixen,2.39 +/- 0.10,-4.22 +/- 0.34,0.01 +/- 0.04,0.01 +/- 0.03,2025-12-22 18:43:58+00:00,
378
+ 377,ricecooker,2.39 +/- 0.10,-4.23 +/- 0.34,-0.01 +/- 0.04,-0.01 +/- 0.03,2026-01-18 00:09:14+00:00,
379
+ 378,refit,2.39 +/- 0.10,-4.23 +/- 0.34,-0.02 +/- 0.04,-0.01 +/- 0.03,2026-01-15 10:51:41+00:00,
380
+ 379,clocktower,2.43 +/- 0.10,-4.83 +/- 0.40,0.74 +/- 0.02,0.56 +/- 0.02,2025-12-04 18:20:35+00:00,
381
+ 380,beta,2.43 +/- 0.10,-18.67 +/- 1.30,0.39 +/- 0.04,0.28 +/- 0.03,2026-01-08 19:58:10+00:00,
382
+ 381,newton,2.43 +/- 0.10,-18.28 +/- 1.29,0.40 +/- 0.04,0.28 +/- 0.03,2026-01-08 17:41:33+00:00,
383
+ 382,clocktower2,2.44 +/- 0.10,-4.83 +/- 0.40,0.72 +/- 0.02,0.54 +/- 0.02,2025-12-02 07:06:29+00:00,
384
+ 383,pearl56,2.46 +/- 0.10,-18.62 +/- 1.29,0.41 +/- 0.04,0.29 +/- 0.03,2026-01-08 12:55:23+00:00,
385
+ 384,miles,2.48 +/- 0.10,-4.90 +/- 0.40,0.79 +/- 0.02,0.62 +/- 0.02,2026-01-17 07:24:15+00:00,
386
+ 385,vaishn,2.49 +/- 0.10,-4.76 +/- 0.36,0.81 +/- 0.02,0.61 +/- 0.02,2026-01-11 15:04:08+00:00,
387
+ 386,Nandini102002,2.49 +/- 0.10,-4.83 +/- 0.36,0.64 +/- 0.03,0.46 +/- 0.03,2026-01-19 11:34:47+00:00,
388
+ 387,vyshu54,2.49 +/- 0.10,-4.83 +/- 0.36,0.64 +/- 0.03,0.46 +/- 0.03,2026-01-19 11:28:39+00:00,
389
+ 388,mart78,2.54 +/- 0.11,-5.14 +/- 0.41,0.90 +/- 0.01,0.74 +/- 0.01,2025-12-14 05:47:55+00:00,
390
+ 389,Gvyn,2.54 +/- 0.10,-4.99 +/- 0.40,0.67 +/- 0.02,0.49 +/- 0.01,2026-01-19 11:55:42+00:00,
391
+ 390,alligater,2.54 +/- 0.10,-4.99 +/- 0.40,0.67 +/- 0.02,0.49 +/- 0.01,2026-01-19 14:17:19+00:00,
392
+ 391,vaishnavi,2.55 +/- 0.11,-5.15 +/- 0.41,0.86 +/- 0.01,0.70 +/- 0.01,2025-12-14 22:50:06+00:00,
393
+ 392,lds,2.55 +/- 0.11,-5.15 +/- 0.41,0.88 +/- 0.01,0.71 +/- 0.01,2025-12-17 13:27:12+00:00,
394
+ 393,wigu,2.55 +/- 0.11,-5.16 +/- 0.41,0.83 +/- 0.01,0.68 +/- 0.01,2025-11-19 18:15:01+00:00,
395
+ 394,rabbit,2.55 +/- 0.11,-5.15 +/- 0.41,0.85 +/- 0.01,0.67 +/- 0.01,2025-11-28 00:48:11+00:00,
396
+ 395,egeorge14,2.57 +/- 0.11,-5.17 +/- 0.41,0.71 +/- 0.02,0.53 +/- 0.01,2025-12-01 20:28:27+00:00,
397
+ 396,Sean-Wong,2.60 +/- 0.10,-4.93 +/- 0.39,0.66 +/- 0.03,0.49 +/- 0.02,2026-01-18 12:29:01+00:00,https://github.com/Wang-Lin-boop/Ouroboros
398
+ 397,pavan,2.61 +/- 0.10,-5.25 +/- 0.41,0.85 +/- 0.02,0.69 +/- 0.02,2026-01-03 08:58:04+00:00,
399
+ 398,pavansskumar18,2.61 +/- 0.10,-5.25 +/- 0.41,0.84 +/- 0.02,0.70 +/- 0.02,2026-01-19 05:13:36+00:00,
400
+ 399,Nandini1,2.62 +/- 0.10,-5.25 +/- 0.41,0.86 +/- 0.02,0.69 +/- 0.02,2026-01-10 11:49:11+00:00,
401
+ 400,va,2.62 +/- 0.10,-5.26 +/- 0.41,0.85 +/- 0.03,0.69 +/- 0.02,2026-01-13 10:25:04+00:00,
402
+ 401,NHRI_MTForestNet_3,2.65 +/- 0.10,-5.01 +/- 0.39,0.47 +/- 0.03,0.34 +/- 0.03,2025-11-17 05:41:27+00:00,
403
+ 402,NHRI_MTForestNet_4,2.65 +/- 0.10,-5.01 +/- 0.39,0.47 +/- 0.03,0.34 +/- 0.03,2025-11-17 05:42:27+00:00,
404
+ 403,vaishu53,2.65 +/- 0.11,-5.33 +/- 0.42,0.71 +/- 0.02,0.54 +/- 0.02,2026-01-19 09:27:52+00:00,
405
+ 404,rhlin,2.66 +/- 0.10,-5.03 +/- 0.39,0.48 +/- 0.03,0.35 +/- 0.03,2025-11-17 05:12:33+00:00,https://MTForestNet
406
+ 405,Luna,2.68 +/- 0.11,-5.32 +/- 0.42,0.22 +/- 0.03,0.16 +/- 0.02,2026-01-17 16:33:50+00:00,
407
+ 406,alexxi11,2.68 +/- 0.11,-5.32 +/- 0.42,0.22 +/- 0.03,0.16 +/- 0.02,2026-01-17 16:16:51+00:00,
408
+ 407,Mart78,2.78 +/- 0.12,-5.81 +/- 0.46,-0.10 +/- 0.04,-0.07 +/- 0.03,2025-12-19 13:22:07+00:00,
409
+ 408,wng3,2.79 +/- 0.11,-5.64 +/- 0.44,0.46 +/- 0.03,0.32 +/- 0.02,2026-01-09 11:30:27+00:00,
410
+ 409,cathedral,3.08 +/- 0.12,-8.29 +/- 0.58,0.71 +/- 0.02,0.54 +/- 0.02,2026-01-17 15:31:50+00:00,
411
+ 410,chips,3.79 +/- 0.15,-74.46 +/- 6.01,0.38 +/- 0.04,0.27 +/- 0.03,2026-01-09 21:03:34+00:00,
412
+ 411,gugys,4.11 +/- 0.12,-31.41 +/- 1.41,-0.21 +/- 0.04,-0.14 +/- 0.03,2025-12-08 05:12:29+00:00,
413
+ 412,cobalt,8.06 +/- 0.26,-303.29 +/- 16.81,0.00 +/- 0.04,0.00 +/- 0.03,2026-01-19 21:23:21+00:00,
414
+ 413,spiral,71.67 +/- 2.13,-33652.17 +/- 1816.84,-0.02 +/- 0.04,-0.01 +/- 0.03,2026-01-19 23:54:46+00:00,
415
+ 414,gamma,128.44 +/- 3.56,-35061.03 +/- 2087.09,0.61 +/- 0.04,0.45 +/- 0.03,2026-01-17 10:57:38+00:00,
all_leaderboards/leaderboard_Caco-2_Permeability_Efflux_results.csv ADDED
@@ -0,0 +1,105 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ final rank,user,MAE_display,RAE_display,R2_display,Spearman R_display,Kendall's Tau_display,model details
2
+ 1,overfit,0.2723 ± 0.0066,0.5794 ± 0.0104,0.5231 ± 0.0167,0.8140 ± 0.0076,0.6052 ± 0.0079,https://docs.google.com/document/d/16QIFGZRlQbZGRnP7PKODNLCRiq029fDoMiEiVFF03hE/edit?usp=sharing
3
+ 2,pebble,0.2893 ± 0.0069,0.6155 ± 0.0131,0.4629 ± 0.0203,0.7658 ± 0.0113,0.5691 ± 0.0106,https://docs.google.com/document/d/11YF4Izk_XffIvXf1LahnTICKf8rbdv9mcYl42-7yt8A/edit?usp=sharing
4
+ 3,tibo,0.2965 ± 0.0069,0.6309 ± 0.0141,0.4429 ± 0.0246,0.7612 ± 0.0120,0.5677 ± 0.0107,https://github.com/Tibogoss/OpenADMET-ExpansionRx/blob/main/README.md
5
+ 4,rced_nvx,0.2968 ± 0.0069,0.6315 ± 0.0145,0.4404 ± 0.0259,0.7433 ± 0.0127,0.5516 ± 0.0111,https://github.com/cedenoruel/OpenADMET-ExpansionRx-Blind-Challenge/blob/main/README.md
6
+ 5,beetroot,0.3042 ± 0.0072,0.6471 ± 0.0145,0.4110 ± 0.0252,0.7381 ± 0.0125,0.5443 ± 0.0110,https://docs.google.com/document/d/e/2PACX-1vTcBMF2uEAu1POdvZKpA0fHCtvk1JlsolEZQgFZeOxzctH1jILjzsI2uZJL2uL9EZCwdyQ2MsQIJBfy/pub
7
+ 6,crh201,0.3071 ± 0.0076,0.6533 ± 0.0169,0.3827 ± 0.0311,0.7101 ± 0.0138,0.5208 ± 0.0118,https://docs.google.com/document/d/1bMJvlXRRXZ6S-ZnoGmGkYXiIbZNwiDCp23j-Oq3pOJ0/edit?tab=t.0#heading=h.bjzyy4l1sb7l
8
+ 7,UncertainTea,0.3100 ± 0.0072,0.6596 ± 0.0133,0.3845 ± 0.0237,0.7677 ± 0.0118,0.5754 ± 0.0106,https://github.com/un-certain-tea/OpenADMET-ExpansionRx-Challenge
9
+ 8,HybridADMET,0.3114 ± 0.0073,0.6626 ± 0.0136,0.3768 ± 0.0212,0.7656 ± 0.0110,0.5682 ± 0.0099,https://docs.google.com/document/d/1WD2EVaud7UFCZk5qOZ1_sV_UcGgjlQXkSivTRppDq9Q/edit?usp=sharing
10
+ 9,pequqa,0.3128 ± 0.0076,0.6655 ± 0.0151,0.3738 ± 0.0281,0.6635 ± 0.0157,0.4808 ± 0.0130,https://docs.google.com/document/d/12ZIbady_SwV9ICSvMWcKBPoGAZxVbn5_f-xpMaK6iJA/edit?usp=sharing
11
+ 10,shin-chan,0.3131 ± 0.0078,0.6660 ± 0.0136,0.3512 ± 0.0225,0.7485 ± 0.0131,0.5616 ± 0.0116,https://docs.google.com/document/d/1A6sRjezd7GSeLatF7VTE9NeFhmA4rSzmgTvZTL1_Nh4/edit?usp=sharing
12
+ 11,Gashaw,0.3148 ± 0.0067,0.6698 ± 0.0109,0.4296 ± 0.0155,0.7235 ± 0.0124,0.5246 ± 0.0108,https://docs.google.com/document/d/1-CgaIBOqN_156l_J2Ujx0tDy7OOq60k1YD0RJTqkG80/edit?usp=sharing
13
+ 12,moka,0.3163 ± 0.0073,0.6730 ± 0.0132,0.3669 ± 0.0210,0.7515 ± 0.0124,0.5595 ± 0.0109,https://github.com/dahvida/openadmet-expansionrx-blind-challenge-moka
14
+ 13,martin,0.3173 ± 0.0079,0.6750 ± 0.0178,0.3355 ± 0.0336,0.6754 ± 0.0148,0.4909 ± 0.0123,https://docs.google.com/document/d/1bMJvlXRRXZ6S-ZnoGmGkYXiIbZNwiDCp23j-Oq3pOJ0/edit?tab=t.0#heading=h.bjzyy4l1sb7l
15
+ 14,chundu05,0.3188 ± 0.0073,0.6784 ± 0.0153,0.3512 ± 0.0286,0.6931 ± 0.0144,0.5064 ± 0.0121,https://docs.google.com/document/d/1DMiIxDK20FzTZgmBoZsy_FQw0iJGHhZYAhiNAc_SV_Q/edit?tab=t.0#heading=h.s2yx44dt2a2z
16
+ 15,Shorku,0.3195 ± 0.0072,0.6796 ± 0.0123,0.3732 ± 0.0198,0.7569 ± 0.0118,0.5620 ± 0.0106,https://github.com/Shorku/OpenADMET_ExpansionRx_Blind_Challenge
17
+ 16,okidoki,0.3227 ± 0.0079,0.6865 ± 0.0128,0.3133 ± 0.0212,0.7477 ± 0.0114,0.5464 ± 0.0102,https://docs.google.com/document/d/1yD6ZppdthvohCvc1fYvUi57Jsxu1XS5nuRYwHEGblp4/edit?tab=t.0
18
+ 17,Artichoke,0.3252 ± 0.0079,0.6918 ± 0.0121,0.3027 ± 0.0219,0.6977 ± 0.0127,0.5028 ± 0.0108,https://docs.google.com/document/d/1Mbw0uKDZsQ8QAnQO5uBAdS8x3Z-UTfMhP1fqx2pqTD8/edit?usp=sharing
19
+ 18,WakuwakuADMET,0.3252 ± 0.0077,0.6920 ± 0.0153,0.3410 ± 0.0269,0.7025 ± 0.0138,0.5078 ± 0.0118,https://huggingface.co/WakuwakuADMET/OpenADMET_ExpansionRx_Challenge_Methodology_Report
20
+ 19,campfire-capillary,0.3260 ± 0.0072,0.6936 ± 0.0111,0.3617 ± 0.0171,0.6852 ± 0.0138,0.4909 ± 0.0113,https://github.com/campfire-capillary/OpenADMETExpansionRx/blob/main/README.md
21
+ 20,combo,0.3269 ± 0.0080,0.6954 ± 0.0118,0.3101 ± 0.0192,0.7162 ± 0.0126,0.5167 ± 0.0110,https://docs.google.com/document/d/1oWa1P6HHcntg8GSvAhLG8e576mYATK3HwOhCsVihWx8/edit?usp=drivesdk
22
+ 21,combo,0.3269 ± 0.0080,0.6954 ± 0.0118,0.3101 ± 0.0192,0.7162 ± 0.0126,0.5167 ± 0.0110,https://docs.google.com/document/d/1oWa1P6HHcntg8GSvAhLG8e576mYATK3HwOhCsVihWx8/edit?usp=drivesdk
23
+ 22,madie31,0.3269 ± 0.0080,0.6954 ± 0.0118,0.3101 ± 0.0192,0.7162 ± 0.0126,0.5167 ± 0.0110,https://deu01.safelinks.protection.outlook.com/?url=https%3A%2F%2Fdocs.google.com%2Fdocument%2Fd%2F1bwf4dckzznWy4DbNXrNxB_jbWFAwRAGa%2Fedit%3Fusp%3Ddrive_link%26ouid%3D100007225775794272332%26rtpof%3Dtrue%26sd%3Dtrue&data=05%7C02%7CLaetitia.Breuil%40evotec.com%7C6adc287ff3c74acba6d008de56a9a9f2%7C3047e55219ba4ca2a020799287660985%7C0%7C0%7C639043483862053326%7CUnknown%7CTWFpbGZsb3d8eyJFbXB0eU1hcGkiOnRydWUsIlYiOiIwLjAuMDAwMCIsIlAiOiJXaW4zMiIsIkFOIjoiTWFpbCIsIldUIjoyfQ%3D%3D%7C0%7C%7C%7C&sdata=W%2BY9Rq8RyDV5P2u3sO5%2Bi1CT1Tlwlv5tA0qHU%2BkppM0%3D&reserved=0
24
+ 23,vaishnavi53,0.3289 ± 0.0066,0.6997 ± 0.0119,0.3898 ± 0.0213,0.7078 ± 0.0135,0.5290 ± 0.0117,https://docs.google.com/document/d/1LGw0CJGVm1hCqLDEkIms7YXPMnHH3LADeEmcWn5xwtI/edit?usp=sharing
25
+ 24,nrosa1,0.3293 ± 0.0086,0.7005 ± 0.0172,0.2382 ± 0.0412,0.7529 ± 0.0125,0.5605 ± 0.0110,https://github.com/nrosa/openadmet-erx-challenge/blob/main/model_report.md
26
+ 25,beardy-polonium,0.3301 ± 0.0076,0.7023 ± 0.0145,0.3144 ± 0.0234,0.7266 ± 0.0130,0.5319 ± 0.0113,https://drive.google.com/file/d/163hHzi_YIoM26sEFSTQ3Wo-2MzInuHeM/view?usp=drive_link
27
+ 26,yanyn,0.3314 ± 0.0078,0.7049 ± 0.0128,0.2966 ± 0.0204,0.7472 ± 0.0121,0.5512 ± 0.0107,https://github.com/yan-notes/openadmet_submit_yan
28
+ 27,molairity,0.3320 ± 0.0074,0.7063 ± 0.0128,0.3287 ± 0.0191,0.7177 ± 0.0134,0.5239 ± 0.0115,https://docs.google.com/document/d/1gszarZfGCUkn6ZyPhTazd0C3fyjuM3d2vcYY5EW7Lxw/edit?usp=sharing
29
+ 28,Proper,0.3345 ± 0.0076,0.7117 ± 0.0120,0.2920 ± 0.0195,0.7415 ± 0.0115,0.5413 ± 0.0102,https://docs.google.com/document/d/103DSkl24b98QG8McQmDVck-3n66LbIPml6r8ND_NldM/edit?usp=sharing
30
+ 29,wikke69,0.3349 ± 0.0078,0.7124 ± 0.0123,0.2894 ± 0.0191,0.7389 ± 0.0121,0.5400 ± 0.0105,https://gist.github.com/dehaenw/1318d2265db7ab2744306a7b26e1c535
31
+ 30,KNIMEST,0.3379 ± 0.0077,0.7188 ± 0.0123,0.2843 ± 0.0204,0.6821 ± 0.0138,0.4924 ± 0.0114,https://docs.google.com/document/d/1e0LpSpYW4VM2c9xVnSKykDDpP9lvdUSIsAJ6h1qbt4E/edit?usp=drive_link
32
+ 31,temal,0.3383 ± 0.0082,0.7197 ± 0.0132,0.2514 ± 0.0223,0.7341 ± 0.0124,0.5403 ± 0.0109,https://docs.google.com/document/d/1IqyTGGB2FLgYpptyst0XdTmZCHMETdX3/edit?usp=sharing&ouid=109801295390196144877&rtpof=true&sd=true
33
+ 32,chiliflake,0.3390 ± 0.0082,0.7212 ± 0.0138,0.2456 ± 0.0229,0.7149 ± 0.0119,0.5139 ± 0.0103,https://docs.google.com/document/d/e/2PACX-1vR3i2EDTBjTZRKv2EIU0HJeCZRVPHpRk4LQ_LKuexDPphwveWyVCLWNZECGrW7KXPL9ZqdGNApNWh37/pub
34
+ 33,Hydra,0.3414 ± 0.0078,0.7263 ± 0.0160,0.2648 ± 0.0267,0.7241 ± 0.0130,0.5277 ± 0.0112,https://docs.google.com/document/d/1Jbr7aBBScvanrqfzYsnE1m-a3fJxgv_BIcfDQWls6BQ/edit?usp=sharing
35
+ 34,tmp1234,0.3421 ± 0.0078,0.7279 ± 0.0150,0.2843 ± 0.0279,0.7189 ± 0.0138,0.5287 ± 0.0117,https://docs.google.com/document/d/e/2PACX-1vQ1OAnGO4ZvVFwiiSUmFvaBfk8Hjetun_yDboslS6-p0GglV3vAgV1gZ1fJT0g1PtRlXcuS50kodogE/pub
36
+ 35,agitter,0.3423 ± 0.0081,0.7282 ± 0.0135,0.2572 ± 0.0224,0.7113 ± 0.0132,0.5159 ± 0.0113,https://github.com/agitter/openadmet-expansionrx-challenge
37
+ 36,aglisman,0.3460 ± 0.0085,0.7362 ± 0.0164,0.2066 ± 0.0354,0.7458 ± 0.0125,0.5514 ± 0.0109,https://github.com/alec-glisman/OpenADMET-ExpansionRx-Blind-Challenge/blob/main/MODEL_CARD.md
38
+ 37,briford,0.3469 ± 0.0082,0.7379 ± 0.0145,0.2317 ± 0.0245,0.6969 ± 0.0130,0.4983 ± 0.0110,https://github.com/SuperCowPowers/workbench/tree/main/open_admet
39
+ 38,eq_az,0.3476 ± 0.0072,0.7396 ± 0.0099,0.3082 ± 0.0170,0.7340 ± 0.0119,0.5356 ± 0.0105,https://drive.google.com/drive/folders/1AE9iD5EHYA7Kri1Z1hywNPXMaQl0-4iQ
40
+ 39,c-test,0.3480 ± 0.0082,0.7402 ± 0.0139,0.2267 ± 0.0223,0.7356 ± 0.0123,0.5382 ± 0.0107,https://docs.google.com/document/d/1-JpjWNB5aB2ShLqFGz7Yhf7g-lrMqXV3PHoufH3tho8/edit?tab=t.0
41
+ 40,DMakarov,0.3490 ± 0.0081,0.7424 ± 0.0134,0.2472 ± 0.0215,0.6619 ± 0.0143,0.4700 ± 0.0115,https://github.com/MDMISC/OpenADMET
42
+ 41,3dprint,0.3496 ± 0.0079,0.7438 ± 0.0160,0.2737 ± 0.0273,0.5727 ± 0.0183,0.4065 ± 0.0141,https://tinyurl.com/mnb2csbe
43
+ 42,Kalen_UCL,0.3499 ± 0.0081,0.7443 ± 0.0123,0.2292 ± 0.0202,0.6745 ± 0.0143,0.4838 ± 0.0117,https://docs.google.com/document/d/1KYbdAJxJaDNGEy6DhjyhK7jZJM5J8KHEOX3MAB_b6Jc/edit?usp=sharing
44
+ 43,echo,0.3507 ± 0.0082,0.7462 ± 0.0138,0.2202 ± 0.0219,0.7349 ± 0.0123,0.5377 ± 0.0107,https://docs.google.com/document/d/1nUIr9-EZc401HPdzErG6YnzW3BVy7I2CHUXqaIELLaY/edit?usp=sharing
45
+ 44,Ensem,0.3510 ± 0.0082,0.7466 ± 0.0138,0.2194 ± 0.0220,0.7341 ± 0.0123,0.5369 ± 0.0108,https://docs.google.com/document/d/1BUZ010oL0_fNPmp3Iw28NYi-wkSMz5E8b_RHuQ_dp_0/edit?tab=t.0
46
+ 45,Na123,0.3510 ± 0.0082,0.7466 ± 0.0138,0.2194 ± 0.0220,0.7341 ± 0.0123,0.5369 ± 0.0108,https://docs.google.com/document/d/1BUZ010oL0_fNPmp3Iw28NYi-wkSMz5E8b_RHuQ_dp_0/edit?usp=sharing
47
+ 46,AIDDLin,0.3510 ± 0.0078,0.7468 ± 0.0118,0.2601 ± 0.0187,0.5950 ± 0.0171,0.4232 ± 0.0133,https://github.com/linshaolong11/CAMF.git
48
+ 47,Universal15,0.3512 ± 0.0082,0.7472 ± 0.0137,0.2214 ± 0.0220,0.7480 ± 0.0118,0.5514 ± 0.0105,https://docs.google.com/document/d/1RQTj1BBOKmtHgXschFUa_ZUdz1a0juRI0eXwnnLkPZE/edit?usp=sharing
49
+ 48,mkruege,0.3517 ± 0.0083,0.7482 ± 0.0181,0.2097 ± 0.0334,0.6539 ± 0.0147,0.4645 ± 0.0122,https://doi.org/10.17617/3.GIKHJL
50
+ 49,KagakuData,0.3531 ± 0.0078,0.7511 ± 0.0116,0.2437 ± 0.0193,0.6770 ± 0.0142,0.4873 ± 0.0116,https://github.com/KagakuAI/QSARcons
51
+ 50,JacksonBurns,0.3535 ± 0.0084,0.7519 ± 0.0125,0.1951 ± 0.0201,0.7325 ± 0.0117,0.5305 ± 0.0101,https://github.com/JacksonBurns/openadmet_expansionrx/tree/f8efff6e739555337043574af3657cbe7af3e478
52
+ 51,arabica,0.3536 ± 0.0081,0.7522 ± 0.0149,0.2197 ± 0.0246,0.7129 ± 0.0130,0.5196 ± 0.0112,https://github.com/Ngoson2004/OpenADMET-ExpansionRX-Challenge.git
53
+ 52,mtqspr_pcamor,0.3555 ± 0.0085,0.7563 ± 0.0204,0.1984 ± 0.0383,0.6858 ± 0.0146,0.4961 ± 0.0120,https://docs.google.com/document/d/1knr4cDWE-Tn0ZmcTqSCfADTN2d6BIQqsnfaN6URv9Nk/edit?usp=sharing
54
+ 53,ZaZdrowie,0.3560 ± 0.0082,0.7573 ± 0.0121,0.2017 ± 0.0185,0.7284 ± 0.0128,0.5341 ± 0.0110,https://gist.github.com/vchupakhinslp/4eac9f483b2b55168ed4f0d10d92455c
55
+ 54,diliadis,0.3566 ± 0.0083,0.7585 ± 0.0129,0.1983 ± 0.0215,0.6678 ± 0.0142,0.4761 ± 0.0117,https://docs.google.com/document/d/1sdAHKfckhfJBOAnkWTo0iYpFmvKm_nrkSnmymrJgTy0/edit?usp=sharing
56
+ 55,davidgiganti,0.3575 ± 0.0094,0.7626 ± 0.0139,0.1582 ± 0.0257,0.6621 ± 0.0156,0.4772 ± 0.0126,https://github.com/davidgiganti-ship-it/OpenADMET-ExpansionRx-Challenge
57
+ 56,liberica,0.3575 ± 0.0081,0.7607 ± 0.0149,0.2130 ± 0.0245,0.7254 ± 0.0126,0.5287 ± 0.0109,https://github.com/Ngoson2004/OpenADMET-ExpansionRX-Challenge.git
58
+ 57,interstellar-explorer,0.3583 ± 0.0082,0.7623 ± 0.0148,0.2007 ± 0.0238,0.7114 ± 0.0131,0.5153 ± 0.0112,https://docs.google.com/document/d/1cplc30gDCRcweL39KcN27ANOYPi9sZD_tAtfnMwgoeU/edit?usp=sharing
59
+ 58,median3,0.3611 ± 0.0083,0.7682 ± 0.0121,0.1929 ± 0.0193,0.6910 ± 0.0132,0.4938 ± 0.0110,https://docs.google.com/document/d/1TC8rbtKGD0wOh3CmvKCnoz_Lkflniip9-4IgKkBPOY8/edit?usp=sharing
60
+ 59,leeherman,0.3620 ± 0.0083,0.7701 ± 0.0143,0.1856 ± 0.0236,0.6716 ± 0.0143,0.4794 ± 0.0118,https://docs.google.com/document/d/1_VPsW3p-zKztMqxTWbBNwhddvkqRS3ZWLmfO04nU9Lw/edit?usp=sharing
61
+ 60,rappleton,0.3620 ± 0.0085,0.7701 ± 0.0145,0.1691 ± 0.0242,0.7061 ± 0.0132,0.5101 ± 0.0112,https://github.com/R-applet/ADMET_Challenge_2025/tree/main
62
+ 61,tiuel,0.3653 ± 0.0081,0.7772 ± 0.0132,0.1831 ± 0.0216,0.6679 ± 0.0152,0.4819 ± 0.0125,https://github.com/etiu/OpenAdmet_competition
63
+ 62,EGabrielle,0.3666 ± 0.0083,0.7799 ± 0.0130,0.1662 ± 0.0208,0.6590 ± 0.0158,0.4745 ± 0.0128,https://github.com/etiu/Openadmet_competition_v2
64
+ 63,iCsmiles,0.3679 ± 0.0084,0.7826 ± 0.0134,0.1535 ± 0.0212,0.6888 ± 0.0144,0.4976 ± 0.0119,https://huggingface.co/datasets/JustLeonard/ML/blob/main/readmev2.pdf
65
+ 64,ellieberry,0.3679 ± 0.0083,0.7826 ± 0.0131,0.1604 ± 0.0211,0.6643 ± 0.0156,0.4800 ± 0.0127,https://github.com/etiu/Openadmet_competition_v2
66
+ 65,rez3vil,0.3697 ± 0.0082,0.7865 ± 0.0135,0.1675 ± 0.0217,0.6531 ± 0.0158,0.4697 ± 0.0128,https://github.com/rez3vil/OpenADMET-ExpansionRx-Challenge.git
67
+ 66,XeonChem,0.3717 ± 0.0106,0.7909 ± 0.0212,-0.0555 ± 0.0650,0.6914 ± 0.0147,0.5050 ± 0.0124,https://docs.google.com/document/d/1-N0GW_6HnSx4rYVoyKCGjGUWxcBXyxwWsmi38lueZck/edit?usp=sharing
68
+ 67,Harshit494,0.3721 ± 0.0086,0.7915 ± 0.0128,0.1326 ± 0.0204,0.6721 ± 0.0153,0.4845 ± 0.0125,https://github.com/research-al/admet-challenge
69
+ 68,theZone,0.3735 ± 0.0088,0.7946 ± 0.0165,0.1142 ± 0.0300,0.6631 ± 0.0145,0.4718 ± 0.0120,https://drive.google.com/file/d/12OcLMCjM2S1Wz8yuLXZ3on_xwxGMyg3x/view?usp=drive_link
70
+ 69,vibeADMET,0.3756 ± 0.0086,0.7989 ± 0.0130,0.1232 ± 0.0217,0.6308 ± 0.0164,0.4498 ± 0.0129,https://docs.google.com/document/d/e/2PACX-1vT8yCpYslYvCvcrZuZElChg6XVSx6HH1U4wZ0sLlHy6828LwVCBXSU4FTpwYvL8hDr7ReomL5q_PPki/pub
71
+ 70,vibdsobeyens,0.3756 ± 0.0091,0.7991 ± 0.0150,0.0945 ± 0.0254,0.6320 ± 0.0150,0.4464 ± 0.0118,https://docs.google.com/document/d/1sdAHKfckhfJBOAnkWTo0iYpFmvKm_nrkSnmymrJgTy0/edit?tab=t.0#heading=h.6pqvt9f1ijp7
72
+ 71,robusta,0.3764 ± 0.0111,0.8007 ± 0.0213,-0.1379 ± 0.0729,0.7237 ± 0.0135,0.5323 ± 0.0116,https://github.com/Ngoson2004/OpenADMET-ExpansionRX-Challenge.git
73
+ 72,AzizA-A,0.3771 ± 0.0088,0.8023 ± 0.0134,0.1043 ± 0.0211,0.6806 ± 0.0142,0.4888 ± 0.0118,https://github.com/AzizAbusaleh/OpenADMET-Challenge2026/blob/3da375b0f8f801a03873ea69622ebb31d7f907fb/Report.pdf
74
+ 73,tespharma,0.3782 ± 0.0092,0.8045 ± 0.0141,0.0740 ± 0.0237,0.6631 ± 0.0140,0.4672 ± 0.0113,https://docs.google.com/document/d/1ydaJf4kJOlfVOoYlXTEU0JNrINWhEwfM0NSPXJU-FtU/edit?usp=sharing
75
+ 74,jeremy,0.3794 ± 0.0075,0.8070 ± 0.0095,0.1937 ± 0.0163,0.6565 ± 0.0157,0.4749 ± 0.0125,https://github.com/jeremycheminf/openadmet_scripts/tree/main
76
+ 75,Mlzzzzz,0.3835 ± 0.0091,0.8159 ± 0.0138,0.0603 ± 0.0228,0.6668 ± 0.0145,0.4751 ± 0.0119,https://docs.google.com/document/d/1NsDLCBnDzkOVd4bWe7iVAiZ3y-4PUTF3DdlDlJy7j3o/edit?tab=t.0
77
+ 76,femisegvn,0.3842 ± 0.0088,0.8173 ± 0.0137,0.0775 ± 0.0235,0.6394 ± 0.0155,0.4551 ± 0.0124,https://github.com/femisegvn/ExpansionRx-OpenADMET-blind-challenge
78
+ 77,wleco22,0.3848 ± 0.0085,0.8186 ± 0.0127,0.1013 ± 0.0213,0.6523 ± 0.0155,0.4671 ± 0.0126,https://docs.google.com/document/d/1wxbX96aE9hxgvmUqbeLkxdDe4sRU1DcBXKB08eLo8G0/edit?usp=sharing
79
+ 78,mechaman,0.3853 ± 0.0095,0.8196 ± 0.0156,0.0361 ± 0.0287,0.6322 ± 0.0153,0.4447 ± 0.0122,https://docs.google.com/document/d/1AKNCdPrxqh9QTG1RwOPitm7AUvUHLNl341EzFl9t4o8/edit?usp=sharing
80
+ 79,SystemsCBLab,0.3885 ± 0.0090,0.8265 ± 0.0164,0.0445 ± 0.0378,0.6620 ± 0.0166,0.4854 ± 0.0133,https://github.com/apalania/OpenADMET-ExpansionRx-Challenge/blob/main/MethodologyReport_v2.pdf
81
+ 80,rymsnyde,0.3970 ± 0.0092,0.8445 ± 0.0165,0.0064 ± 0.0294,0.6096 ± 0.0166,0.4289 ± 0.0131,https://github.com/rymsnyde/LMC-MO-GPR_for_ADMET
82
+ 81,Srajall,0.3970 ± 0.0091,0.8447 ± 0.0174,0.0225 ± 0.0352,0.6073 ± 0.0168,0.4309 ± 0.0134,https://github.com/srajalcodes/ADMET-Challenge-Report-Methodology/blob/main/README.md
83
+ 82,riemann,0.3974 ± 0.0088,0.8455 ± 0.0152,0.0573 ± 0.0246,0.6185 ± 0.0153,0.4321 ± 0.0119,https://docs.google.com/document/d/1N_huCHcjGN2OpioMyZBE3Pi5LRhVJoG2t3CFkqIHy50/edit?usp=sharing
84
+ 83,haleemiliyash,0.4002 ± 0.0091,0.8514 ± 0.0141,0.0201 ± 0.0266,0.5121 ± 0.0181,0.3499 ± 0.0132,https://docs.google.com/document/d/1QKNw_Ev6EVsh2faLWFhflS22xxFrdWwcPvSdwYRMBJ0/edit?usp=sharing
85
+ 84,Q_Accel,0.4003 ± 0.0092,0.8517 ± 0.0147,0.0042 ± 0.0242,0.6228 ± 0.0157,0.4378 ± 0.0124,https://docs.google.com/document/d/1f5yJKuEwGoVsXdp3lB_lnuruEi86-M7SNyhrRkBRbDs/edit?usp=sharing
86
+ 85,sudhir2016,0.4008 ± 0.0090,0.8526 ± 0.0120,0.0091 ± 0.0209,0.5743 ± 0.0185,0.4110 ± 0.0141,https://gist.github.com/sudhir2016/e6a488fe6a856dfc3d8b6734b612a6a5
87
+ 86,jonswain,0.4013 ± 0.0093,0.8536 ± 0.0139,-0.0153 ± 0.0261,0.5286 ± 0.0187,0.3681 ± 0.0139,https://github.com/jonswain/OpenADMET_ExpansionRx_Blind_Challenge
88
+ 87,kermt-t,0.4039 ± 0.0094,0.8592 ± 0.0147,-0.0354 ± 0.0241,0.6402 ± 0.0140,0.4480 ± 0.0112,https://docs.google.com/document/d/1EZ99fCvqHSbhJxk2tqUKNOcVmi-iDENwvK1zuVqGLpc/edit?usp=sharing
89
+ 88,Discoverybytes,0.4071 ± 0.0092,0.8661 ± 0.0139,-0.0218 ± 0.0231,0.5718 ± 0.0181,0.4034 ± 0.0136,https://docs.google.com/document/d/1fNlOGOvF_lrqWz8-MY3oNyXKUSy5_wWmZeukAEUUFf0/edit?usp=drive_link
90
+ 89,lifaen,0.4075 ± 0.0090,0.8669 ± 0.0133,0.0012 ± 0.0235,0.5020 ± 0.0189,0.3413 ± 0.0135,https://docs.google.com/document/d/1ng3NAEPVjCxvTXzGQfE4bCtfqj0Tms-Zkxr3YyfHBZA/edit?usp=sharing
91
+ 90,pykel,0.4095 ± 0.0090,0.8711 ± 0.0170,0.0084 ± 0.0321,0.5104 ± 0.0191,0.3513 ± 0.0142,https://docs.google.com/document/d/e/2PACX-1vSu7dHC9-lGeMKyqHaiiPM3Ji_Mb-eLKKtOd453WzbMSH9bT2Bbct4e1TJ6a0kfquMTwK1V-JirxJDi/pub
92
+ 91,Kandagalla,0.4129 ± 0.0098,0.8783 ± 0.0142,-0.0886 ± 0.0253,0.5698 ± 0.0156,0.3908 ± 0.0117,https://drive.google.com/file/d/1uJbizC6W-chHjzeq7uaQw42Cv91IsEAk/view?usp=sharing
93
+ 92,tomatpercept,0.4257 ± 0.0100,0.9056 ± 0.0151,-0.1391 ± 0.0255,0.5906 ± 0.0170,0.4157 ± 0.0131,https://docs.google.com/document/d/1dzNWT8oyR0-ja_zT6q7bBMPfMTOH2gByY25Sbd13UOs/edit?usp=sharing
94
+ 93,csaba-percept-bio,0.4257 ± 0.0100,0.9056 ± 0.0151,-0.1391 ± 0.0255,0.5906 ± 0.0170,0.4157 ± 0.0131,https://docs.google.com/document/d/1dzNWT8oyR0-ja_zT6q7bBMPfMTOH2gByY25Sbd13UOs/
95
+ 94,boltzmann4,0.4354 ± 0.0098,0.9263 ± 0.0158,-0.1567 ± 0.0270,0.6216 ± 0.0170,0.4439 ± 0.0134,https://docs.google.com/document/d/1-yiygaQi4SC5-4TdrAo8faxW2CNO7YvJ/edit?usp=sharing&ouid=111440856211122900819&rtpof=true&sd=true
96
+ 95,latticetower,0.4420 ± 0.0089,0.9403 ± 0.0155,-0.1082 ± 0.0323,0.4245 ± 0.0207,0.2931 ± 0.0147,https://github.com/latticetower/chemney
97
+ 96,itetko,0.4447 ± 0.0101,0.9460 ± 0.0161,-0.2125 ± 0.0273,0.5791 ± 0.0170,0.4056 ± 0.0130,https://docs.google.com/document/d/1wh6lkdgEl7lMLSyxhuMXVd3E4Pqqbo--lPdxb_hoTkM/edit?tab=t.0
98
+ 97,Apxjmd,0.4655 ± 0.0109,0.9903 ± 0.0163,-0.3648 ± 0.0302,0.4144 ± 0.0211,0.2841 ± 0.0149,https://docs.google.com/document/d/1r3o16KmaizQJb67i8G6lsYeIVsjUp3pSsK5u5GPqrBs/edit?usp=sharing
99
+ 98,metro_mehed,0.4826 ± 0.0106,1.0267 ± 0.0175,-0.3813 ± 0.0320,0.5335 ± 0.0195,0.3761 ± 0.0143,Manually verified
100
+ 99,eachanjohnson,0.4856 ± 0.0112,1.0329 ± 0.0155,-0.4721 ± 0.0310,0.2282 ± 0.0240,0.1550 ± 0.0162,https://github.com/eachanjohnson/challenge-2601-openadmet
101
+ 100,redjay,0.5255 ± 0.0123,1.1180 ± 0.0187,-0.7209 ± 0.0353,0.1166 ± 0.0249,0.0791 ± 0.0167,https://docs.google.com/document/d/1QHhGtEriIm0jGCY5NdTxCxkS6xkUMPakCwgePgGcCj8/edit?tab=t.0
102
+ 101,massazahdeh,0.6503 ± 0.1028,1.3831 ± 0.2157,-58.9099 ± 27.6393,0.6754 ± 0.0150,0.4887 ± 0.0123,https://huggingface.co/spaces/openadmet/OpenADMET-ExpansionRx-Challenge
103
+ 102,boltzmann_xgb,0.6807 ± 0.0127,1.4481 ± 0.0226,-1.4017 ± 0.0493,0.4617 ± 0.0190,0.3110 ± 0.0133,https://docs.google.com/document/d/1RFuSB9CzAwwysvgjP2Bo0RXWbIUZsKF-/edit?usp=sharing&ouid=111440856211122900819&rtpof=true&sd=true
104
+ 103,Sean-Wong,0.8945 ± 0.0133,1.9032 ± 0.0269,-2.5870 ± 0.0725,0.6300 ± 0.0161,0.4502 ± 0.0125,https://github.com/Wang-Lin-boop/Ouroboros
105
+ 104,little-WM-atw-2,0.9564 ± 0.0118,2.0354 ± 0.0523,-2.7760 ± 0.1441,0.2658 ± 0.0243,0.1763 ± 0.0166,https://github.com/azminewasi/OpenADMET_ExpansionRx
all_leaderboards/leaderboard_Caco-2_Permeability_Papp_AB_results.csv ADDED
@@ -0,0 +1,105 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ final rank,user,MAE_display,RAE_display,R2_display,Spearman R_display,Kendall's Tau_display,model details
2
+ 1,pebble,0.1911 ± 0.0042,0.5343 ± 0.0148,0.6175 ± 0.0198,0.8075 ± 0.0104,0.6190 ± 0.0103,https://docs.google.com/document/d/11YF4Izk_XffIvXf1LahnTICKf8rbdv9mcYl42-7yt8A/edit?usp=sharing
3
+ 2,overfit,0.1935 ± 0.0036,0.5410 ± 0.0126,0.6569 ± 0.0143,0.8164 ± 0.0091,0.6231 ± 0.0094,https://docs.google.com/document/d/16QIFGZRlQbZGRnP7PKODNLCRiq029fDoMiEiVFF03hE/edit?usp=sharing
4
+ 3,beetroot,0.2148 ± 0.0045,0.6007 ± 0.0152,0.5327 ± 0.0210,0.7414 ± 0.0131,0.5558 ± 0.0120,https://docs.google.com/document/d/e/2PACX-1vTcBMF2uEAu1POdvZKpA0fHCtvk1JlsolEZQgFZeOxzctH1jILjzsI2uZJL2uL9EZCwdyQ2MsQIJBfy/pub
5
+ 4,rced_nvx,0.2177 ± 0.0044,0.6089 ± 0.0147,0.5410 ± 0.0191,0.7414 ± 0.0129,0.5528 ± 0.0118,https://github.com/cedenoruel/OpenADMET-ExpansionRx-Blind-Challenge/blob/main/README.md
6
+ 5,tibo,0.2178 ± 0.0044,0.6091 ± 0.0147,0.5419 ± 0.0191,0.7420 ± 0.0128,0.5533 ± 0.0118,https://github.com/Tibogoss/OpenADMET-ExpansionRx/blob/main/README.md
7
+ 6,nrosa1,0.2186 ± 0.0045,0.6112 ± 0.0163,0.5254 ± 0.0229,0.7646 ± 0.0123,0.5763 ± 0.0116,https://github.com/nrosa/openadmet-erx-challenge/blob/main/model_report.md
8
+ 7,aglisman,0.2205 ± 0.0046,0.6167 ± 0.0160,0.5197 ± 0.0221,0.7536 ± 0.0125,0.5645 ± 0.0117,https://github.com/alec-glisman/OpenADMET-ExpansionRx-Blind-Challenge/blob/main/MODEL_CARD.md
9
+ 8,robusta,0.2237 ± 0.0046,0.6254 ± 0.0160,0.5053 ± 0.0232,0.7410 ± 0.0133,0.5532 ± 0.0120,https://github.com/Ngoson2004/OpenADMET-ExpansionRX-Challenge.git
10
+ 9,tmp1234,0.2250 ± 0.0045,0.6291 ± 0.0153,0.5169 ± 0.0208,0.7369 ± 0.0132,0.5489 ± 0.0120,https://docs.google.com/document/d/e/2PACX-1vQ1OAnGO4ZvVFwiiSUmFvaBfk8Hjetun_yDboslS6-p0GglV3vAgV1gZ1fJT0g1PtRlXcuS50kodogE/pub
11
+ 10,crh201,0.2256 ± 0.0047,0.6309 ± 0.0166,0.4800 ± 0.0238,0.7223 ± 0.0138,0.5377 ± 0.0123,https://docs.google.com/document/d/1bMJvlXRRXZ6S-ZnoGmGkYXiIbZNwiDCp23j-Oq3pOJ0/edit?tab=t.0#heading=h.bjzyy4l1sb7l
12
+ 11,martin,0.2256 ± 0.0047,0.6309 ± 0.0166,0.4800 ± 0.0238,0.7223 ± 0.0138,0.5377 ± 0.0123,https://docs.google.com/document/d/1bMJvlXRRXZ6S-ZnoGmGkYXiIbZNwiDCp23j-Oq3pOJ0/edit?tab=t.0#heading=h.bjzyy4l1sb7l
13
+ 12,shin-chan,0.2268 ± 0.0046,0.6343 ± 0.0149,0.5078 ± 0.0215,0.7204 ± 0.0139,0.5343 ± 0.0123,https://docs.google.com/document/d/1A6sRjezd7GSeLatF7VTE9NeFhmA4rSzmgTvZTL1_Nh4/edit?usp=sharing
14
+ 13,chundu05,0.2281 ± 0.0046,0.6379 ± 0.0155,0.4932 ± 0.0217,0.7183 ± 0.0135,0.5311 ± 0.0120,https://docs.google.com/document/d/1DMiIxDK20FzTZgmBoZsy_FQw0iJGHhZYAhiNAc_SV_Q/edit?tab=t.0#heading=h.s2yx44dt2a2z
15
+ 14,Shorku,0.2281 ± 0.0045,0.6379 ± 0.0145,0.5063 ± 0.0193,0.7057 ± 0.0142,0.5221 ± 0.0126,https://github.com/Shorku/OpenADMET_ExpansionRx_Blind_Challenge
16
+ 15,campfire-capillary,0.2298 ± 0.0045,0.6427 ± 0.0142,0.5040 ± 0.0203,0.7204 ± 0.0138,0.5344 ± 0.0123,https://github.com/campfire-capillary/OpenADMETExpansionRx/blob/main/README.md
17
+ 16,moka,0.2325 ± 0.0044,0.6501 ± 0.0153,0.5010 ± 0.0206,0.7457 ± 0.0126,0.5574 ± 0.0116,https://github.com/dahvida/openadmet-expansionrx-blind-challenge-moka
18
+ 17,vaishnavi53,0.2333 ± 0.0047,0.6524 ± 0.0154,0.4711 ± 0.0217,0.6991 ± 0.0143,0.5249 ± 0.0127,https://docs.google.com/document/d/1LGw0CJGVm1hCqLDEkIms7YXPMnHH3LADeEmcWn5xwtI/edit?usp=sharing
19
+ 18,Gashaw,0.2336 ± 0.0047,0.6532 ± 0.0163,0.4695 ± 0.0239,0.7136 ± 0.0139,0.5287 ± 0.0123,https://docs.google.com/document/d/1-CgaIBOqN_156l_J2Ujx0tDy7OOq60k1YD0RJTqkG80/edit?usp=sharing
20
+ 19,UncertainTea,0.2342 ± 0.0043,0.6550 ± 0.0145,0.5030 ± 0.0199,0.7424 ± 0.0128,0.5535 ± 0.0118,https://github.com/un-certain-tea/OpenADMET-ExpansionRx-Challenge
21
+ 20,okidoki,0.2344 ± 0.0043,0.6554 ± 0.0153,0.4993 ± 0.0213,0.7353 ± 0.0126,0.5426 ± 0.0113,https://docs.google.com/document/d/1yD6ZppdthvohCvc1fYvUi57Jsxu1XS5nuRYwHEGblp4/edit?tab=t.0
22
+ 21,wikke69,0.2358 ± 0.0046,0.6593 ± 0.0142,0.4833 ± 0.0205,0.7256 ± 0.0129,0.5337 ± 0.0114,https://gist.github.com/dehaenw/1318d2265db7ab2744306a7b26e1c535
23
+ 22,molairity,0.2361 ± 0.0046,0.6603 ± 0.0150,0.4690 ± 0.0225,0.7043 ± 0.0145,0.5200 ± 0.0127,https://docs.google.com/document/d/1gszarZfGCUkn6ZyPhTazd0C3fyjuM3d2vcYY5EW7Lxw/edit?usp=sharing
24
+ 23,HybridADMET,0.2364 ± 0.0045,0.6611 ± 0.0158,0.4753 ± 0.0213,0.7408 ± 0.0125,0.5493 ± 0.0114,https://docs.google.com/document/d/1WD2EVaud7UFCZk5qOZ1_sV_UcGgjlQXkSivTRppDq9Q/edit?usp=sharing
25
+ 24,yanyn,0.2399 ± 0.0046,0.6709 ± 0.0158,0.4623 ± 0.0223,0.7067 ± 0.0142,0.5203 ± 0.0124,https://github.com/yan-notes/openadmet_submit_yan
26
+ 25,briford,0.2444 ± 0.0050,0.6834 ± 0.0167,0.4132 ± 0.0257,0.6778 ± 0.0150,0.4957 ± 0.0128,https://github.com/SuperCowPowers/workbench/tree/main/open_admet
27
+ 26,Universal15,0.2454 ± 0.0048,0.6862 ± 0.0158,0.4281 ± 0.0238,0.7164 ± 0.0135,0.5291 ± 0.0118,https://docs.google.com/document/d/1RQTj1BBOKmtHgXschFUa_ZUdz1a0juRI0eXwnnLkPZE/edit?usp=sharing
28
+ 27,leeherman,0.2464 ± 0.0045,0.6889 ± 0.0154,0.4474 ± 0.0222,0.7061 ± 0.0135,0.5184 ± 0.0118,https://docs.google.com/document/d/1_VPsW3p-zKztMqxTWbBNwhddvkqRS3ZWLmfO04nU9Lw/edit?usp=sharing
29
+ 28,c-test,0.2465 ± 0.0045,0.6893 ± 0.0158,0.4527 ± 0.0217,0.7310 ± 0.0130,0.5406 ± 0.0117,https://docs.google.com/document/d/1-JpjWNB5aB2ShLqFGz7Yhf7g-lrMqXV3PHoufH3tho8/edit?tab=t.0
30
+ 29,XeonChem,0.2470 ± 0.0049,0.6906 ± 0.0173,0.3985 ± 0.0256,0.6863 ± 0.0148,0.5044 ± 0.0128,https://docs.google.com/document/d/1-N0GW_6HnSx4rYVoyKCGjGUWxcBXyxwWsmi38lueZck/edit?usp=sharing
31
+ 30,JacksonBurns,0.2487 ± 0.0046,0.6953 ± 0.0142,0.4461 ± 0.0201,0.6983 ± 0.0138,0.5095 ± 0.0119,https://github.com/JacksonBurns/openadmet_expansionrx/tree/f8efff6e739555337043574af3657cbe7af3e478
32
+ 31,KNIMEST,0.2494 ± 0.0044,0.6974 ± 0.0141,0.4456 ± 0.0204,0.6859 ± 0.0140,0.4965 ± 0.0120,https://docs.google.com/document/d/1e0LpSpYW4VM2c9xVnSKykDDpP9lvdUSIsAJ6h1qbt4E/edit?usp=drive_link
33
+ 32,theZone,0.2516 ± 0.0050,0.7035 ± 0.0170,0.3941 ± 0.0257,0.6847 ± 0.0147,0.5001 ± 0.0126,https://drive.google.com/file/d/12OcLMCjM2S1Wz8yuLXZ3on_xwxGMyg3x/view?usp=drive_link
34
+ 33,davidgiganti,0.2537 ± 0.0051,0.7093 ± 0.0182,0.3731 ± 0.0273,0.7114 ± 0.0137,0.5266 ± 0.0122,https://github.com/davidgiganti-ship-it/OpenADMET-ExpansionRx-Challenge
35
+ 34,KagakuData,0.2542 ± 0.0047,0.7108 ± 0.0149,0.4151 ± 0.0215,0.6479 ± 0.0159,0.4697 ± 0.0132,https://github.com/KagakuAI/QSARcons
36
+ 35,agitter,0.2567 ± 0.0047,0.7177 ± 0.0162,0.4010 ± 0.0233,0.6745 ± 0.0148,0.4905 ± 0.0125,https://github.com/agitter/openadmet-expansionrx-challenge
37
+ 36,Artichoke,0.2598 ± 0.0061,0.7264 ± 0.0177,0.2748 ± 0.0381,0.5857 ± 0.0227,0.4454 ± 0.0167,https://docs.google.com/document/d/1Mbw0uKDZsQ8QAnQO5uBAdS8x3Z-UTfMhP1fqx2pqTD8/edit?usp=sharing
38
+ 37,mkruege,0.2607 ± 0.0053,0.7290 ± 0.0191,0.3279 ± 0.0303,0.6779 ± 0.0146,0.4929 ± 0.0124,https://doi.org/10.17617/3.GIKHJL
39
+ 38,echo,0.2645 ± 0.0049,0.7396 ± 0.0179,0.3670 ± 0.0260,0.7345 ± 0.0128,0.5415 ± 0.0116,https://docs.google.com/document/d/1nUIr9-EZc401HPdzErG6YnzW3BVy7I2CHUXqaIELLaY/edit?usp=sharing
40
+ 39,massazahdeh,0.2653 ± 0.0045,0.7418 ± 0.0151,0.3928 ± 0.0210,0.6857 ± 0.0145,0.4986 ± 0.0124,https://huggingface.co/spaces/openadmet/OpenADMET-ExpansionRx-Challenge
41
+ 40,Ensem,0.2655 ± 0.0049,0.7424 ± 0.0180,0.3592 ± 0.0264,0.7332 ± 0.0129,0.5402 ± 0.0116,https://docs.google.com/document/d/1BUZ010oL0_fNPmp3Iw28NYi-wkSMz5E8b_RHuQ_dp_0/edit?tab=t.0
42
+ 41,Kalen_UCL,0.2661 ± 0.0047,0.7440 ± 0.0146,0.3743 ± 0.0219,0.6156 ± 0.0162,0.4396 ± 0.0131,https://docs.google.com/document/d/1KYbdAJxJaDNGEy6DhjyhK7jZJM5J8KHEOX3MAB_b6Jc/edit?usp=sharing
43
+ 42,Mlzzzzz,0.2666 ± 0.0047,0.7454 ± 0.0148,0.3736 ± 0.0225,0.6234 ± 0.0162,0.4427 ± 0.0128,https://docs.google.com/document/d/1NsDLCBnDzkOVd4bWe7iVAiZ3y-4PUTF3DdlDlJy7j3o/edit?tab=t.0
44
+ 43,combo,0.2667 ± 0.0046,0.7456 ± 0.0149,0.3825 ± 0.0213,0.6693 ± 0.0141,0.4801 ± 0.0118,https://docs.google.com/document/d/1oWa1P6HHcntg8GSvAhLG8e576mYATK3HwOhCsVihWx8/edit?usp=drivesdk
45
+ 44,madie31,0.2667 ± 0.0046,0.7456 ± 0.0149,0.3825 ± 0.0213,0.6693 ± 0.0141,0.4801 ± 0.0118,https://deu01.safelinks.protection.outlook.com/?url=https%3A%2F%2Fdocs.google.com%2Fdocument%2Fd%2F1bwf4dckzznWy4DbNXrNxB_jbWFAwRAGa%2Fedit%3Fusp%3Ddrive_link%26ouid%3D100007225775794272332%26rtpof%3Dtrue%26sd%3Dtrue&data=05%7C02%7CLaetitia.Breuil%40evotec.com%7C6adc287ff3c74acba6d008de56a9a9f2%7C3047e55219ba4ca2a020799287660985%7C0%7C0%7C639043483862053326%7CUnknown%7CTWFpbGZsb3d8eyJFbXB0eU1hcGkiOnRydWUsIlYiOiIwLjAuMDAwMCIsIlAiOiJXaW4zMiIsIkFOIjoiTWFpbCIsIldUIjoyfQ%3D%3D%7C0%7C%7C%7C&sdata=W%2BY9Rq8RyDV5P2u3sO5%2Bi1CT1Tlwlv5tA0qHU%2BkppM0%3D&reserved=0
46
+ 45,combo,0.2667 ± 0.0046,0.7456 ± 0.0149,0.3825 ± 0.0213,0.6693 ± 0.0141,0.4801 ± 0.0118,https://docs.google.com/document/d/1oWa1P6HHcntg8GSvAhLG8e576mYATK3HwOhCsVihWx8/edit?usp=drivesdk
47
+ 46,pequqa,0.2672 ± 0.0048,0.7472 ± 0.0151,0.3696 ± 0.0225,0.6267 ± 0.0159,0.4477 ± 0.0128,https://docs.google.com/document/d/12ZIbady_SwV9ICSvMWcKBPoGAZxVbn5_f-xpMaK6iJA/edit?usp=sharing
48
+ 47,rappleton,0.2687 ± 0.0048,0.7513 ± 0.0168,0.3499 ± 0.0255,0.6792 ± 0.0150,0.4941 ± 0.0128,https://github.com/R-applet/ADMET_Challenge_2025/tree/main
49
+ 48,temal,0.2688 ± 0.0050,0.7516 ± 0.0174,0.3412 ± 0.0255,0.7167 ± 0.0129,0.5232 ± 0.0115,https://docs.google.com/document/d/1IqyTGGB2FLgYpptyst0XdTmZCHMETdX3/edit?usp=sharing&ouid=109801295390196144877&rtpof=true&sd=true
50
+ 49,Na123,0.2688 ± 0.0051,0.7518 ± 0.0186,0.3365 ± 0.0280,0.7309 ± 0.0130,0.5380 ± 0.0117,https://docs.google.com/document/d/1BUZ010oL0_fNPmp3Iw28NYi-wkSMz5E8b_RHuQ_dp_0/edit?usp=sharing
51
+ 50,AzizA-A,0.2701 ± 0.0046,0.7551 ± 0.0142,0.3752 ± 0.0210,0.6422 ± 0.0149,0.4589 ± 0.0122,https://github.com/AzizAbusaleh/OpenADMET-Challenge2026/blob/3da375b0f8f801a03873ea69622ebb31d7f907fb/Report.pdf
52
+ 51,chiliflake,0.2708 ± 0.0055,0.7573 ± 0.0176,0.2939 ± 0.0278,0.6592 ± 0.0148,0.4730 ± 0.0122,https://docs.google.com/document/d/e/2PACX-1vR3i2EDTBjTZRKv2EIU0HJeCZRVPHpRk4LQ_LKuexDPphwveWyVCLWNZECGrW7KXPL9ZqdGNApNWh37/pub
53
+ 52,rez3vil,0.2714 ± 0.0045,0.7590 ± 0.0136,0.3781 ± 0.0202,0.6492 ± 0.0153,0.4661 ± 0.0126,https://github.com/rez3vil/OpenADMET-ExpansionRx-Challenge.git
54
+ 53,tiuel,0.2721 ± 0.0047,0.7608 ± 0.0146,0.3515 ± 0.0220,0.6197 ± 0.0156,0.4407 ± 0.0126,https://github.com/etiu/OpenAdmet_competition
55
+ 54,median3,0.2752 ± 0.0046,0.7694 ± 0.0147,0.3558 ± 0.0212,0.6697 ± 0.0143,0.4810 ± 0.0119,https://docs.google.com/document/d/1TC8rbtKGD0wOh3CmvKCnoz_Lkflniip9-4IgKkBPOY8/edit?usp=sharing
56
+ 55,beardy-polonium,0.2761 ± 0.0052,0.7719 ± 0.0175,0.2860 ± 0.0284,0.6689 ± 0.0147,0.4842 ± 0.0123,https://drive.google.com/file/d/163hHzi_YIoM26sEFSTQ3Wo-2MzInuHeM/view?usp=drive_link
57
+ 56,boltzmann4,0.2764 ± 0.0047,0.7729 ± 0.0148,0.3376 ± 0.0220,0.6576 ± 0.0152,0.4742 ± 0.0126,https://docs.google.com/document/d/1-yiygaQi4SC5-4TdrAo8faxW2CNO7YvJ/edit?usp=sharing&ouid=111440856211122900819&rtpof=true&sd=true
58
+ 57,diliadis,0.2767 ± 0.0050,0.7736 ± 0.0151,0.3224 ± 0.0225,0.6115 ± 0.0161,0.4336 ± 0.0127,https://docs.google.com/document/d/1sdAHKfckhfJBOAnkWTo0iYpFmvKm_nrkSnmymrJgTy0/edit?usp=sharing
59
+ 58,WakuwakuADMET,0.2772 ± 0.0053,0.7750 ± 0.0189,0.2699 ± 0.0294,0.6195 ± 0.0165,0.4439 ± 0.0134,https://huggingface.co/WakuwakuADMET/OpenADMET_ExpansionRx_Challenge_Methodology_Report
60
+ 59,ZaZdrowie,0.2780 ± 0.0047,0.7772 ± 0.0146,0.3413 ± 0.0218,0.6083 ± 0.0166,0.4338 ± 0.0132,https://gist.github.com/vchupakhinslp/4eac9f483b2b55168ed4f0d10d92455c
61
+ 60,EGabrielle,0.2786 ± 0.0047,0.7789 ± 0.0142,0.3326 ± 0.0216,0.6097 ± 0.0158,0.4312 ± 0.0126,https://github.com/etiu/Openadmet_competition_v2
62
+ 61,Q_Accel,0.2792 ± 0.0050,0.7808 ± 0.0157,0.3093 ± 0.0244,0.5890 ± 0.0164,0.4151 ± 0.0129,https://docs.google.com/document/d/1f5yJKuEwGoVsXdp3lB_lnuruEi86-M7SNyhrRkBRbDs/edit?usp=sharing
63
+ 62,Proper,0.2801 ± 0.0048,0.7833 ± 0.0158,0.3194 ± 0.0238,0.6524 ± 0.0147,0.4647 ± 0.0120,https://docs.google.com/document/d/103DSkl24b98QG8McQmDVck-3n66LbIPml6r8ND_NldM/edit?usp=sharing
64
+ 63,arabica,0.2805 ± 0.0053,0.7843 ± 0.0198,0.2850 ± 0.0301,0.7441 ± 0.0120,0.5477 ± 0.0111,https://github.com/Ngoson2004/OpenADMET-ExpansionRX-Challenge.git
65
+ 64,femisegvn,0.2856 ± 0.0048,0.7986 ± 0.0143,0.2973 ± 0.0222,0.5820 ± 0.0165,0.4084 ± 0.0128,https://github.com/femisegvn/ExpansionRx-OpenADMET-blind-challenge
66
+ 65,ellieberry,0.2858 ± 0.0048,0.7991 ± 0.0144,0.3007 ± 0.0223,0.5784 ± 0.0165,0.4045 ± 0.0128,https://github.com/etiu/Openadmet_competition_v2
67
+ 66,liberica,0.2868 ± 0.0052,0.8020 ± 0.0196,0.2643 ± 0.0292,0.7482 ± 0.0117,0.5513 ± 0.0108,https://github.com/Ngoson2004/OpenADMET-ExpansionRX-Challenge.git
68
+ 67,riemann,0.2908 ± 0.0053,0.8131 ± 0.0197,0.2256 ± 0.0314,0.6424 ± 0.0152,0.4604 ± 0.0124,https://docs.google.com/document/d/1N_huCHcjGN2OpioMyZBE3Pi5LRhVJoG2t3CFkqIHy50/edit?usp=sharing
69
+ 68,Harshit494,0.2910 ± 0.0049,0.8137 ± 0.0148,0.2781 ± 0.0232,0.5942 ± 0.0162,0.4180 ± 0.0128,https://github.com/research-al/admet-challenge
70
+ 69,tespharma,0.2916 ± 0.0053,0.8155 ± 0.0184,0.2375 ± 0.0287,0.6402 ± 0.0152,0.4539 ± 0.0123,https://docs.google.com/document/d/1ydaJf4kJOlfVOoYlXTEU0JNrINWhEwfM0NSPXJU-FtU/edit?usp=sharing
71
+ 70,mechaman,0.2926 ± 0.0059,0.8182 ± 0.0199,0.2007 ± 0.0342,0.6456 ± 0.0159,0.4612 ± 0.0130,https://docs.google.com/document/d/1AKNCdPrxqh9QTG1RwOPitm7AUvUHLNl341EzFl9t4o8/edit?usp=sharing
72
+ 71,vibeADMET,0.2946 ± 0.0051,0.8238 ± 0.0153,0.2493 ± 0.0242,0.5142 ± 0.0188,0.3582 ± 0.0141,https://docs.google.com/document/d/e/2PACX-1vT8yCpYslYvCvcrZuZElChg6XVSx6HH1U4wZ0sLlHy6828LwVCBXSU4FTpwYvL8hDr7ReomL5q_PPki/pub
73
+ 72,wleco22,0.2977 ± 0.0050,0.8324 ± 0.0152,0.2453 ± 0.0239,0.5877 ± 0.0167,0.4126 ± 0.0130,https://docs.google.com/document/d/1wxbX96aE9hxgvmUqbeLkxdDe4sRU1DcBXKB08eLo8G0/edit?usp=sharing
74
+ 73,mtqspr_pcamor,0.2997 ± 0.0062,0.8380 ± 0.0228,0.1272 ± 0.0397,0.6375 ± 0.0160,0.4575 ± 0.0131,https://docs.google.com/document/d/1knr4cDWE-Tn0ZmcTqSCfADTN2d6BIQqsnfaN6URv9Nk/edit?usp=sharing
75
+ 74,itetko,0.3000 ± 0.0051,0.8388 ± 0.0176,0.2247 ± 0.0266,0.6517 ± 0.0148,0.4655 ± 0.0121,https://docs.google.com/document/d/1wh6lkdgEl7lMLSyxhuMXVd3E4Pqqbo--lPdxb_hoTkM/edit?tab=t.0
76
+ 75,rymsnyde,0.3005 ± 0.0060,0.8403 ± 0.0199,0.1360 ± 0.0350,0.5015 ± 0.0206,0.3535 ± 0.0155,https://github.com/rymsnyde/LMC-MO-GPR_for_ADMET
77
+ 76,DMakarov,0.3005 ± 0.0055,0.8403 ± 0.0182,0.1844 ± 0.0302,0.5376 ± 0.0176,0.3719 ± 0.0131,https://github.com/MDMISC/OpenADMET
78
+ 77,Discoverybytes,0.3030 ± 0.0052,0.8471 ± 0.0157,0.2154 ± 0.0250,0.5301 ± 0.0183,0.3686 ± 0.0139,https://docs.google.com/document/d/1fNlOGOvF_lrqWz8-MY3oNyXKUSy5_wWmZeukAEUUFf0/edit?usp=drive_link
79
+ 78,Hydra,0.3076 ± 0.0080,0.8601 ± 0.0239,-0.1478 ± 0.0702,0.5428 ± 0.0234,0.4146 ± 0.0167,https://docs.google.com/document/d/1Jbr7aBBScvanrqfzYsnE1m-a3fJxgv_BIcfDQWls6BQ/edit?usp=sharing
80
+ 79,interstellar-explorer,0.3083 ± 0.0066,0.8621 ± 0.0215,0.0344 ± 0.0445,0.5917 ± 0.0198,0.4347 ± 0.0150,https://docs.google.com/document/d/1cplc30gDCRcweL39KcN27ANOYPi9sZD_tAtfnMwgoeU/edit?usp=sharing
81
+ 80,3dprint,0.3090 ± 0.0054,0.8639 ± 0.0160,0.1793 ± 0.0279,0.4955 ± 0.0188,0.3422 ± 0.0139,https://tinyurl.com/mnb2csbe
82
+ 81,jeremy,0.3091 ± 0.0049,0.8643 ± 0.0150,0.2063 ± 0.0233,0.6391 ± 0.0150,0.4537 ± 0.0123,https://github.com/jeremycheminf/openadmet_scripts/tree/main
83
+ 82,csaba-percept-bio,0.3125 ± 0.0051,0.8739 ± 0.0153,0.1805 ± 0.0240,0.4976 ± 0.0187,0.3450 ± 0.0138,https://docs.google.com/document/d/1dzNWT8oyR0-ja_zT6q7bBMPfMTOH2gByY25Sbd13UOs/
84
+ 83,tomatpercept,0.3125 ± 0.0051,0.8739 ± 0.0153,0.1805 ± 0.0240,0.4976 ± 0.0187,0.3450 ± 0.0138,https://docs.google.com/document/d/1dzNWT8oyR0-ja_zT6q7bBMPfMTOH2gByY25Sbd13UOs/edit?usp=sharing
85
+ 84,sudhir2016,0.3126 ± 0.0059,0.8741 ± 0.0206,0.0806 ± 0.0369,0.5160 ± 0.0195,0.3625 ± 0.0148,https://gist.github.com/sudhir2016/e6a488fe6a856dfc3d8b6734b612a6a5
86
+ 85,jonswain,0.3142 ± 0.0059,0.8785 ± 0.0180,0.0942 ± 0.0319,0.4760 ± 0.0192,0.3297 ± 0.0142,https://github.com/jonswain/OpenADMET_ExpansionRx_Blind_Challenge
87
+ 86,vibdsobeyens,0.3155 ± 0.0059,0.8821 ± 0.0195,0.0935 ± 0.0341,0.4725 ± 0.0192,0.3237 ± 0.0139,https://docs.google.com/document/d/1sdAHKfckhfJBOAnkWTo0iYpFmvKm_nrkSnmymrJgTy0/edit?tab=t.0#heading=h.6pqvt9f1ijp7
88
+ 87,AIDDLin,0.3276 ± 0.0057,0.9161 ± 0.0177,0.0662 ± 0.0306,0.5035 ± 0.0191,0.3497 ± 0.0143,https://github.com/linshaolong11/CAMF.git
89
+ 88,SystemsCBLab,0.3307 ± 0.0055,0.9247 ± 0.0161,0.0735 ± 0.0281,0.4148 ± 0.0210,0.2851 ± 0.0150,https://github.com/apalania/OpenADMET-ExpansionRx-Challenge/blob/main/MethodologyReport_v2.pdf
90
+ 89,kermt-t,0.3312 ± 0.0060,0.9261 ± 0.0206,0.0183 ± 0.0345,0.5731 ± 0.0167,0.3986 ± 0.0128,https://docs.google.com/document/d/1EZ99fCvqHSbhJxk2tqUKNOcVmi-iDENwvK1zuVqGLpc/edit?usp=sharing
91
+ 90,lifaen,0.3347 ± 0.0063,0.9359 ± 0.0206,-0.0239 ± 0.0383,0.5009 ± 0.0191,0.3435 ± 0.0141,https://docs.google.com/document/d/1ng3NAEPVjCxvTXzGQfE4bCtfqj0Tms-Zkxr3YyfHBZA/edit?usp=sharing
92
+ 91,Kandagalla,0.3422 ± 0.0060,0.9567 ± 0.0188,-0.0305 ± 0.0334,0.4634 ± 0.0203,0.3171 ± 0.0146,https://drive.google.com/file/d/1uJbizC6W-chHjzeq7uaQw42Cv91IsEAk/view?usp=sharing
93
+ 92,pykel,0.3449 ± 0.0065,0.9644 ± 0.0235,-0.1144 ± 0.0439,0.5490 ± 0.0185,0.3875 ± 0.0143,https://docs.google.com/document/d/e/2PACX-1vSu7dHC9-lGeMKyqHaiiPM3Ji_Mb-eLKKtOd453WzbMSH9bT2Bbct4e1TJ6a0kfquMTwK1V-JirxJDi/pub
94
+ 93,metro_mehed,0.3474 ± 0.0060,0.9715 ± 0.0207,-0.0577 ± 0.0372,0.5499 ± 0.0190,0.3900 ± 0.0147,Manually verified
95
+ 94,eq_az,0.3566 ± 0.0061,0.9972 ± 0.0184,-0.1002 ± 0.0316,0.5036 ± 0.0179,0.3419 ± 0.0129,https://drive.google.com/drive/folders/1AE9iD5EHYA7Kri1Z1hywNPXMaQl0-4iQ
96
+ 95,iCsmiles,0.3739 ± 0.0069,1.0454 ± 0.0225,-0.2881 ± 0.0430,0.4327 ± 0.0208,0.2949 ± 0.0151,https://huggingface.co/datasets/JustLeonard/ML/blob/main/readmev2.pdf
97
+ 96,latticetower,0.3751 ± 0.0073,1.0490 ± 0.0276,-0.3335 ± 0.0545,0.4682 ± 0.0202,0.3217 ± 0.0148,https://github.com/latticetower/chemney
98
+ 97,haleemiliyash,0.3897 ± 0.0074,1.0898 ± 0.0226,-0.4042 ± 0.0502,0.2674 ± 0.0233,0.1791 ± 0.0158,https://docs.google.com/document/d/1QKNw_Ev6EVsh2faLWFhflS22xxFrdWwcPvSdwYRMBJ0/edit?usp=sharing
99
+ 98,boltzmann_xgb,0.3921 ± 0.0070,1.0963 ± 0.0201,-0.3854 ± 0.0374,0.4015 ± 0.0225,0.2763 ± 0.0161,https://docs.google.com/document/d/1RFuSB9CzAwwysvgjP2Bo0RXWbIUZsKF-/edit?usp=sharing&ouid=111440856211122900819&rtpof=true&sd=true
100
+ 99,eachanjohnson,0.3957 ± 0.0067,1.1066 ± 0.0207,-0.3563 ± 0.0391,0.2573 ± 0.0228,0.1784 ± 0.0152,https://github.com/eachanjohnson/challenge-2601-openadmet
101
+ 100,Apxjmd,0.4177 ± 0.0072,1.1678 ± 0.0209,-0.5145 ± 0.0420,0.0641 ± 0.0260,0.0407 ± 0.0178,https://docs.google.com/document/d/1r3o16KmaizQJb67i8G6lsYeIVsjUp3pSsK5u5GPqrBs/edit?usp=sharing
102
+ 101,redjay,0.4307 ± 0.0071,1.2044 ± 0.0215,-0.5686 ± 0.0417,0.0567 ± 0.0233,0.0426 ± 0.0150,https://docs.google.com/document/d/1QHhGtEriIm0jGCY5NdTxCxkS6xkUMPakCwgePgGcCj8/edit?tab=t.0
103
+ 102,Srajall,0.4318 ± 0.0076,1.2072 ± 0.0203,-0.6682 ± 0.0392,-0.4100 ± 0.0211,-0.2827 ± 0.0152,https://github.com/srajalcodes/ADMET-Challenge-Report-Methodology/blob/main/README.md
104
+ 103,Sean-Wong,0.5844 ± 0.0094,1.6341 ± 0.0332,-1.8699 ± 0.0733,0.6532 ± 0.0159,0.4732 ± 0.0132,https://github.com/Wang-Lin-boop/Ouroboros
105
+ 104,little-WM-atw-2,1.0476 ± 0.0102,2.9295 ± 0.0545,-6.4435 ± 0.2076,-0.1135 ± 0.0242,-0.0758 ± 0.0162,https://github.com/azminewasi/OpenADMET_ExpansionRx
all_leaderboards/leaderboard_HLM_CLint_results.csv ADDED
@@ -0,0 +1,105 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ final rank,user,MAE_display,RAE_display,R2_display,Spearman R_display,Kendall's Tau_display,model details
2
+ 1,Universal15,0.2485 ± 0.0073,0.6778 ± 0.0213,0.5199 ± 0.0265,0.7253 ± 0.0194,0.5329 ± 0.0172,https://docs.google.com/document/d/1RQTj1BBOKmtHgXschFUa_ZUdz1a0juRI0eXwnnLkPZE/edit?usp=sharing
3
+ 2,moka,0.2487 ± 0.0073,0.6786 ± 0.0235,0.5132 ± 0.0314,0.7360 ± 0.0189,0.5464 ± 0.0169,https://github.com/dahvida/openadmet-expansionrx-blind-challenge-moka
4
+ 3,pebble,0.2497 ± 0.0076,0.6812 ± 0.0220,0.4909 ± 0.0289,0.7116 ± 0.0200,0.5240 ± 0.0174,https://docs.google.com/document/d/11YF4Izk_XffIvXf1LahnTICKf8rbdv9mcYl42-7yt8A/edit?usp=sharing
5
+ 4,ZaZdrowie,0.2529 ± 0.0083,0.6899 ± 0.0215,0.4746 ± 0.0305,0.6981 ± 0.0219,0.5128 ± 0.0187,https://gist.github.com/vchupakhinslp/4eac9f483b2b55168ed4f0d10d92455c
6
+ 5,overfit,0.2533 ± 0.0078,0.6910 ± 0.0230,0.4844 ± 0.0315,0.7068 ± 0.0217,0.5198 ± 0.0187,https://docs.google.com/document/d/16QIFGZRlQbZGRnP7PKODNLCRiq029fDoMiEiVFF03hE/edit?usp=sharing
7
+ 6,HybridADMET,0.2538 ± 0.0077,0.6924 ± 0.0216,0.4824 ± 0.0285,0.7121 ± 0.0195,0.5220 ± 0.0170,https://docs.google.com/document/d/1WD2EVaud7UFCZk5qOZ1_sV_UcGgjlQXkSivTRppDq9Q/edit?usp=sharing
8
+ 7,tibo,0.2582 ± 0.0081,0.7042 ± 0.0219,0.4530 ± 0.0295,0.6700 ± 0.0224,0.4887 ± 0.0188,https://github.com/Tibogoss/OpenADMET-ExpansionRx/blob/main/README.md
9
+ 8,rced_nvx,0.2583 ± 0.0081,0.7046 ± 0.0221,0.4522 ± 0.0295,0.6727 ± 0.0222,0.4907 ± 0.0187,https://github.com/cedenoruel/OpenADMET-ExpansionRx-Blind-Challenge/blob/main/README.md
10
+ 9,campfire-capillary,0.2635 ± 0.0078,0.7188 ± 0.0220,0.4511 ± 0.0310,0.6740 ± 0.0230,0.4931 ± 0.0193,https://github.com/campfire-capillary/OpenADMETExpansionRx/blob/main/README.md
11
+ 10,UncertainTea,0.2638 ± 0.0080,0.7197 ± 0.0224,0.4380 ± 0.0293,0.6615 ± 0.0226,0.4801 ± 0.0188,https://github.com/un-certain-tea/OpenADMET-ExpansionRx-Challenge
12
+ 11,Shorku,0.2656 ± 0.0086,0.7245 ± 0.0238,0.4094 ± 0.0330,0.6681 ± 0.0226,0.4854 ± 0.0191,https://github.com/Shorku/OpenADMET_ExpansionRx_Blind_Challenge
13
+ 12,yanyn,0.2693 ± 0.0081,0.7347 ± 0.0234,0.4197 ± 0.0320,0.6428 ± 0.0236,0.4649 ± 0.0195,https://github.com/yan-notes/openadmet_submit_yan
14
+ 13,JacksonBurns,0.2693 ± 0.0082,0.7347 ± 0.0235,0.4107 ± 0.0339,0.6642 ± 0.0219,0.4828 ± 0.0182,https://github.com/JacksonBurns/openadmet_expansionrx/tree/f8efff6e739555337043574af3657cbe7af3e478
15
+ 14,Proper,0.2699 ± 0.0082,0.7364 ± 0.0221,0.4166 ± 0.0316,0.6427 ± 0.0247,0.4652 ± 0.0202,https://docs.google.com/document/d/103DSkl24b98QG8McQmDVck-3n66LbIPml6r8ND_NldM/edit?usp=sharing
16
+ 15,c-test,0.2702 ± 0.0080,0.7370 ± 0.0237,0.4197 ± 0.0329,0.6502 ± 0.0234,0.4715 ± 0.0193,https://docs.google.com/document/d/1-JpjWNB5aB2ShLqFGz7Yhf7g-lrMqXV3PHoufH3tho8/edit?tab=t.0
17
+ 16,pequqa,0.2702 ± 0.0085,0.7371 ± 0.0217,0.3905 ± 0.0338,0.6563 ± 0.0227,0.4774 ± 0.0184,https://docs.google.com/document/d/12ZIbady_SwV9ICSvMWcKBPoGAZxVbn5_f-xpMaK6iJA/edit?usp=sharing
18
+ 17,arabica,0.2710 ± 0.0082,0.7394 ± 0.0256,0.3989 ± 0.0379,0.6578 ± 0.0240,0.4812 ± 0.0199,https://github.com/Ngoson2004/OpenADMET-ExpansionRX-Challenge.git
19
+ 18,median3,0.2712 ± 0.0081,0.7399 ± 0.0235,0.4076 ± 0.0330,0.6480 ± 0.0228,0.4680 ± 0.0188,https://docs.google.com/document/d/1TC8rbtKGD0wOh3CmvKCnoz_Lkflniip9-4IgKkBPOY8/edit?usp=sharing
20
+ 19,massazahdeh,0.2716 ± 0.0081,0.7408 ± 0.0219,0.4120 ± 0.0322,0.6621 ± 0.0221,0.4797 ± 0.0183,https://huggingface.co/spaces/openadmet/OpenADMET-ExpansionRx-Challenge
21
+ 20,briford,0.2721 ± 0.0083,0.7423 ± 0.0225,0.3852 ± 0.0336,0.6424 ± 0.0239,0.4680 ± 0.0194,https://github.com/SuperCowPowers/workbench/tree/main/open_admet
22
+ 21,echo,0.2721 ± 0.0081,0.7424 ± 0.0241,0.4095 ± 0.0341,0.6464 ± 0.0238,0.4690 ± 0.0196,https://docs.google.com/document/d/1nUIr9-EZc401HPdzErG6YnzW3BVy7I2CHUXqaIELLaY/edit?usp=sharing
23
+ 22,Gashaw,0.2726 ± 0.0084,0.7436 ± 0.0231,0.3957 ± 0.0326,0.6393 ± 0.0236,0.4617 ± 0.0192,https://docs.google.com/document/d/1-CgaIBOqN_156l_J2Ujx0tDy7OOq60k1YD0RJTqkG80/edit?usp=sharing
24
+ 23,beardy-polonium,0.2732 ± 0.0080,0.7453 ± 0.0238,0.4055 ± 0.0340,0.6642 ± 0.0224,0.4829 ± 0.0186,https://drive.google.com/file/d/163hHzi_YIoM26sEFSTQ3Wo-2MzInuHeM/view?usp=drive_link
25
+ 24,nrosa1,0.2732 ± 0.0086,0.7454 ± 0.0255,0.3835 ± 0.0390,0.6405 ± 0.0252,0.4675 ± 0.0206,https://github.com/nrosa/openadmet-erx-challenge/blob/main/model_report.md
26
+ 25,shin-chan,0.2737 ± 0.0082,0.7468 ± 0.0258,0.3956 ± 0.0385,0.6830 ± 0.0227,0.5028 ± 0.0190,https://docs.google.com/document/d/1A6sRjezd7GSeLatF7VTE9NeFhmA4rSzmgTvZTL1_Nh4/edit?usp=sharing
27
+ 26,Na123,0.2750 ± 0.0082,0.7504 ± 0.0247,0.3938 ± 0.0354,0.6379 ± 0.0236,0.4603 ± 0.0194,https://docs.google.com/document/d/1BUZ010oL0_fNPmp3Iw28NYi-wkSMz5E8b_RHuQ_dp_0/edit?usp=sharing
28
+ 27,Ensem,0.2750 ± 0.0082,0.7504 ± 0.0247,0.3938 ± 0.0354,0.6379 ± 0.0236,0.4603 ± 0.0194,https://docs.google.com/document/d/1BUZ010oL0_fNPmp3Iw28NYi-wkSMz5E8b_RHuQ_dp_0/edit?tab=t.0
29
+ 28,Artichoke,0.2757 ± 0.0088,0.7520 ± 0.0250,0.3721 ± 0.0364,0.6324 ± 0.0245,0.4581 ± 0.0202,https://docs.google.com/document/d/1Mbw0uKDZsQ8QAnQO5uBAdS8x3Z-UTfMhP1fqx2pqTD8/edit?usp=sharing
30
+ 29,molairity,0.2758 ± 0.0085,0.7525 ± 0.0237,0.3752 ± 0.0352,0.6463 ± 0.0238,0.4672 ± 0.0193,https://docs.google.com/document/d/1gszarZfGCUkn6ZyPhTazd0C3fyjuM3d2vcYY5EW7Lxw/edit?usp=sharing
31
+ 30,okidoki,0.2760 ± 0.0083,0.7529 ± 0.0230,0.3761 ± 0.0353,0.6408 ± 0.0232,0.4664 ± 0.0187,https://docs.google.com/document/d/1yD6ZppdthvohCvc1fYvUi57Jsxu1XS5nuRYwHEGblp4/edit?tab=t.0
32
+ 31,rappleton,0.2768 ± 0.0086,0.7549 ± 0.0222,0.3727 ± 0.0336,0.6202 ± 0.0255,0.4487 ± 0.0205,https://github.com/R-applet/ADMET_Challenge_2025/tree/main
33
+ 32,robusta,0.2768 ± 0.0082,0.7551 ± 0.0244,0.3807 ± 0.0372,0.6532 ± 0.0234,0.4748 ± 0.0192,https://github.com/Ngoson2004/OpenADMET-ExpansionRX-Challenge.git
34
+ 33,kermt-t,0.2773 ± 0.0083,0.7564 ± 0.0253,0.3864 ± 0.0371,0.6421 ± 0.0241,0.4668 ± 0.0197,https://docs.google.com/document/d/1EZ99fCvqHSbhJxk2tqUKNOcVmi-iDENwvK1zuVqGLpc/edit?usp=sharing
35
+ 34,liberica,0.2776 ± 0.0084,0.7573 ± 0.0270,0.3656 ± 0.0414,0.6505 ± 0.0242,0.4748 ± 0.0200,https://github.com/Ngoson2004/OpenADMET-ExpansionRX-Challenge.git
36
+ 35,diliadis,0.2777 ± 0.0085,0.7576 ± 0.0233,0.3680 ± 0.0333,0.6276 ± 0.0238,0.4508 ± 0.0193,https://docs.google.com/document/d/1sdAHKfckhfJBOAnkWTo0iYpFmvKm_nrkSnmymrJgTy0/edit?usp=sharing
37
+ 36,crh201,0.2781 ± 0.0083,0.7585 ± 0.0239,0.4009 ± 0.0345,0.6815 ± 0.0213,0.4959 ± 0.0179,https://docs.google.com/document/d/1bMJvlXRRXZ6S-ZnoGmGkYXiIbZNwiDCp23j-Oq3pOJ0/edit?tab=t.0#heading=h.bjzyy4l1sb7l
38
+ 37,chiliflake,0.2789 ± 0.0083,0.7609 ± 0.0250,0.3879 ± 0.0346,0.6552 ± 0.0226,0.4728 ± 0.0186,https://docs.google.com/document/d/e/2PACX-1vR3i2EDTBjTZRKv2EIU0HJeCZRVPHpRk4LQ_LKuexDPphwveWyVCLWNZECGrW7KXPL9ZqdGNApNWh37/pub
39
+ 38,temal,0.2791 ± 0.0084,0.7616 ± 0.0275,0.3707 ± 0.0436,0.6784 ± 0.0227,0.4984 ± 0.0191,https://docs.google.com/document/d/1IqyTGGB2FLgYpptyst0XdTmZCHMETdX3/edit?usp=sharing&ouid=109801295390196144877&rtpof=true&sd=true
40
+ 39,itetko,0.2795 ± 0.0082,0.7623 ± 0.0211,0.3786 ± 0.0326,0.6434 ± 0.0234,0.4663 ± 0.0190,https://docs.google.com/document/d/1wh6lkdgEl7lMLSyxhuMXVd3E4Pqqbo--lPdxb_hoTkM/edit?tab=t.0
41
+ 40,combo,0.2796 ± 0.0082,0.7627 ± 0.0241,0.3851 ± 0.0337,0.6243 ± 0.0249,0.4491 ± 0.0201,https://docs.google.com/document/d/1oWa1P6HHcntg8GSvAhLG8e576mYATK3HwOhCsVihWx8/edit?usp=drivesdk
42
+ 41,madie31,0.2796 ± 0.0082,0.7627 ± 0.0241,0.3851 ± 0.0337,0.6243 ± 0.0249,0.4491 ± 0.0201,https://deu01.safelinks.protection.outlook.com/?url=https%3A%2F%2Fdocs.google.com%2Fdocument%2Fd%2F1bwf4dckzznWy4DbNXrNxB_jbWFAwRAGa%2Fedit%3Fusp%3Ddrive_link%26ouid%3D100007225775794272332%26rtpof%3Dtrue%26sd%3Dtrue&data=05%7C02%7CLaetitia.Breuil%40evotec.com%7C6adc287ff3c74acba6d008de56a9a9f2%7C3047e55219ba4ca2a020799287660985%7C0%7C0%7C639043483862053326%7CUnknown%7CTWFpbGZsb3d8eyJFbXB0eU1hcGkiOnRydWUsIlYiOiIwLjAuMDAwMCIsIlAiOiJXaW4zMiIsIkFOIjoiTWFpbCIsIldUIjoyfQ%3D%3D%7C0%7C%7C%7C&sdata=W%2BY9Rq8RyDV5P2u3sO5%2Bi1CT1Tlwlv5tA0qHU%2BkppM0%3D&reserved=0
43
+ 42,combo,0.2796 ± 0.0082,0.7627 ± 0.0241,0.3851 ± 0.0337,0.6243 ± 0.0249,0.4491 ± 0.0201,https://docs.google.com/document/d/1oWa1P6HHcntg8GSvAhLG8e576mYATK3HwOhCsVihWx8/edit?usp=drivesdk
44
+ 43,beetroot,0.2797 ± 0.0083,0.7631 ± 0.0241,0.3995 ± 0.0341,0.6712 ± 0.0218,0.4874 ± 0.0183,https://docs.google.com/document/d/e/2PACX-1vTcBMF2uEAu1POdvZKpA0fHCtvk1JlsolEZQgFZeOxzctH1jILjzsI2uZJL2uL9EZCwdyQ2MsQIJBfy/pub
45
+ 44,vaishnavi53,0.2801 ± 0.0086,0.7641 ± 0.0253,0.3650 ± 0.0359,0.6385 ± 0.0225,0.4577 ± 0.0185,https://docs.google.com/document/d/1LGw0CJGVm1hCqLDEkIms7YXPMnHH3LADeEmcWn5xwtI/edit?usp=sharing
46
+ 45,chundu05,0.2812 ± 0.0089,0.7670 ± 0.0256,0.3458 ± 0.0396,0.6350 ± 0.0250,0.4591 ± 0.0202,https://docs.google.com/document/d/1DMiIxDK20FzTZgmBoZsy_FQw0iJGHhZYAhiNAc_SV_Q/edit?tab=t.0#heading=h.s2yx44dt2a2z
47
+ 46,Hydra,0.2817 ± 0.0086,0.7684 ± 0.0261,0.3563 ± 0.0389,0.6384 ± 0.0244,0.4629 ± 0.0200,https://docs.google.com/document/d/1Jbr7aBBScvanrqfzYsnE1m-a3fJxgv_BIcfDQWls6BQ/edit?usp=sharing
48
+ 47,KagakuData,0.2821 ± 0.0084,0.7696 ± 0.0231,0.3502 ± 0.0350,0.6415 ± 0.0231,0.4616 ± 0.0188,https://github.com/KagakuAI/QSARcons
49
+ 48,aglisman,0.2838 ± 0.0084,0.7743 ± 0.0241,0.3498 ± 0.0396,0.6092 ± 0.0256,0.4406 ± 0.0203,https://github.com/alec-glisman/OpenADMET-ExpansionRx-Blind-Challenge/blob/main/MODEL_CARD.md
50
+ 49,Mlzzzzz,0.2848 ± 0.0084,0.7768 ± 0.0237,0.3712 ± 0.0343,0.6268 ± 0.0244,0.4511 ± 0.0196,https://docs.google.com/document/d/1NsDLCBnDzkOVd4bWe7iVAiZ3y-4PUTF3DdlDlJy7j3o/edit?tab=t.0
51
+ 50,interstellar-explorer,0.2861 ± 0.0085,0.7805 ± 0.0266,0.3427 ± 0.0401,0.6399 ± 0.0240,0.4628 ± 0.0197,https://docs.google.com/document/d/1cplc30gDCRcweL39KcN27ANOYPi9sZD_tAtfnMwgoeU/edit?usp=sharing
52
+ 51,wikke69,0.2867 ± 0.0085,0.7821 ± 0.0263,0.3413 ± 0.0415,0.6212 ± 0.0250,0.4495 ± 0.0202,https://gist.github.com/dehaenw/1318d2265db7ab2744306a7b26e1c535
53
+ 52,iCsmiles,0.2880 ± 0.0082,0.7858 ± 0.0250,0.3612 ± 0.0382,0.6197 ± 0.0256,0.4458 ± 0.0206,https://huggingface.co/datasets/JustLeonard/ML/blob/main/readmev2.pdf
54
+ 53,agitter,0.2894 ± 0.0087,0.7895 ± 0.0246,0.3306 ± 0.0397,0.6071 ± 0.0252,0.4360 ± 0.0199,https://github.com/agitter/openadmet-expansionrx-challenge
55
+ 54,lifaen,0.2910 ± 0.0088,0.7939 ± 0.0258,0.3195 ± 0.0381,0.6234 ± 0.0243,0.4486 ± 0.0195,https://docs.google.com/document/d/1ng3NAEPVjCxvTXzGQfE4bCtfqj0Tms-Zkxr3YyfHBZA/edit?usp=sharing
56
+ 55,eq_az,0.2915 ± 0.0089,0.7951 ± 0.0264,0.3152 ± 0.0413,0.5935 ± 0.0270,0.4281 ± 0.0215,https://drive.google.com/drive/folders/1AE9iD5EHYA7Kri1Z1hywNPXMaQl0-4iQ
57
+ 56,leeherman,0.2927 ± 0.0088,0.7986 ± 0.0237,0.3083 ± 0.0389,0.5993 ± 0.0246,0.4286 ± 0.0193,https://docs.google.com/document/d/1_VPsW3p-zKztMqxTWbBNwhddvkqRS3ZWLmfO04nU9Lw/edit?usp=sharing
58
+ 57,tiuel,0.2932 ± 0.0086,0.7999 ± 0.0232,0.3190 ± 0.0356,0.5907 ± 0.0251,0.4210 ± 0.0198,https://github.com/etiu/OpenAdmet_competition
59
+ 58,Kalen_UCL,0.2942 ± 0.0087,0.8025 ± 0.0223,0.3069 ± 0.0334,0.5528 ± 0.0284,0.3907 ± 0.0219,https://docs.google.com/document/d/1KYbdAJxJaDNGEy6DhjyhK7jZJM5J8KHEOX3MAB_b6Jc/edit?usp=sharing
60
+ 59,Harshit494,0.2964 ± 0.0089,0.8084 ± 0.0242,0.2950 ± 0.0388,0.5815 ± 0.0260,0.4165 ± 0.0204,https://github.com/research-al/admet-challenge
61
+ 60,tmp1234,0.2965 ± 0.0092,0.8089 ± 0.0276,0.2640 ± 0.0454,0.5879 ± 0.0265,0.4263 ± 0.0209,https://docs.google.com/document/d/e/2PACX-1vQ1OAnGO4ZvVFwiiSUmFvaBfk8Hjetun_yDboslS6-p0GglV3vAgV1gZ1fJT0g1PtRlXcuS50kodogE/pub
62
+ 61,jeremy,0.2965 ± 0.0088,0.8089 ± 0.0252,0.3060 ± 0.0404,0.5749 ± 0.0278,0.4130 ± 0.0221,https://github.com/jeremycheminf/openadmet_scripts/tree/main
63
+ 62,ellieberry,0.2973 ± 0.0086,0.8111 ± 0.0230,0.3067 ± 0.0364,0.5806 ± 0.0258,0.4140 ± 0.0202,https://github.com/etiu/Openadmet_competition_v2
64
+ 63,EGabrielle,0.2974 ± 0.0087,0.8113 ± 0.0231,0.2995 ± 0.0367,0.5772 ± 0.0262,0.4131 ± 0.0205,https://github.com/etiu/Openadmet_competition_v2
65
+ 64,SystemsCBLab,0.2980 ± 0.0086,0.8128 ± 0.0200,0.3028 ± 0.0299,0.5560 ± 0.0277,0.3981 ± 0.0215,https://github.com/apalania/OpenADMET-ExpansionRx-Challenge/blob/main/MethodologyReport_v2.pdf
66
+ 65,mechaman,0.3001 ± 0.0095,0.8185 ± 0.0261,0.2492 ± 0.0457,0.6122 ± 0.0248,0.4353 ± 0.0196,https://docs.google.com/document/d/1AKNCdPrxqh9QTG1RwOPitm7AUvUHLNl341EzFl9t4o8/edit?usp=sharing
67
+ 66,theZone,0.3013 ± 0.0088,0.8222 ± 0.0286,0.2948 ± 0.0449,0.6335 ± 0.0238,0.4545 ± 0.0195,https://drive.google.com/file/d/12OcLMCjM2S1Wz8yuLXZ3on_xwxGMyg3x/view?usp=drive_link
68
+ 67,rez3vil,0.3019 ± 0.0092,0.8237 ± 0.0273,0.2610 ± 0.0466,0.5842 ± 0.0267,0.4218 ± 0.0212,https://github.com/rez3vil/OpenADMET-ExpansionRx-Challenge.git
69
+ 68,vibdsobeyens,0.3045 ± 0.0090,0.8308 ± 0.0282,0.2599 ± 0.0475,0.6246 ± 0.0243,0.4467 ± 0.0193,https://docs.google.com/document/d/1sdAHKfckhfJBOAnkWTo0iYpFmvKm_nrkSnmymrJgTy0/edit?tab=t.0#heading=h.6pqvt9f1ijp7
70
+ 69,AzizA-A,0.3047 ± 0.0089,0.8313 ± 0.0253,0.2587 ± 0.0405,0.5821 ± 0.0251,0.4143 ± 0.0197,https://github.com/AzizAbusaleh/OpenADMET-Challenge2026/blob/3da375b0f8f801a03873ea69622ebb31d7f907fb/Report.pdf
71
+ 70,WakuwakuADMET,0.3051 ± 0.0095,0.8323 ± 0.0258,0.2546 ± 0.0429,0.5455 ± 0.0284,0.3876 ± 0.0219,https://huggingface.co/WakuwakuADMET/OpenADMET_ExpansionRx_Challenge_Methodology_Report
72
+ 71,DMakarov,0.3062 ± 0.0096,0.8354 ± 0.0284,0.2300 ± 0.0464,0.6003 ± 0.0251,0.4239 ± 0.0199,https://github.com/MDMISC/OpenADMET
73
+ 72,femisegvn,0.3066 ± 0.0085,0.8365 ± 0.0248,0.2898 ± 0.0395,0.5866 ± 0.0252,0.4158 ± 0.0197,https://github.com/femisegvn/ExpansionRx-OpenADMET-blind-challenge
74
+ 73,wleco22,0.3088 ± 0.0089,0.8423 ± 0.0274,0.2567 ± 0.0456,0.5946 ± 0.0254,0.4242 ± 0.0201,https://docs.google.com/document/d/1wxbX96aE9hxgvmUqbeLkxdDe4sRU1DcBXKB08eLo8G0/edit?usp=sharing
75
+ 74,jonswain,0.3102 ± 0.0093,0.8463 ± 0.0272,0.2338 ± 0.0427,0.5576 ± 0.0264,0.3956 ± 0.0206,https://github.com/jonswain/OpenADMET_ExpansionRx_Blind_Challenge
76
+ 75,eachanjohnson,0.3130 ± 0.0093,0.8538 ± 0.0243,0.2256 ± 0.0411,0.5200 ± 0.0289,0.3668 ± 0.0218,https://github.com/eachanjohnson/challenge-2601-openadmet
77
+ 76,Kandagalla,0.3184 ± 0.0097,0.8688 ± 0.0291,0.1785 ± 0.0509,0.5716 ± 0.0266,0.4062 ± 0.0205,https://drive.google.com/file/d/1uJbizC6W-chHjzeq7uaQw42Cv91IsEAk/view?usp=sharing
78
+ 77,tespharma,0.3193 ± 0.0096,0.8712 ± 0.0290,0.1888 ± 0.0475,0.5562 ± 0.0271,0.3958 ± 0.0210,https://docs.google.com/document/d/1ydaJf4kJOlfVOoYlXTEU0JNrINWhEwfM0NSPXJU-FtU/edit?usp=sharing
79
+ 78,vibeADMET,0.3210 ± 0.0091,0.8757 ± 0.0261,0.2095 ± 0.0433,0.5245 ± 0.0283,0.3684 ± 0.0214,https://docs.google.com/document/d/e/2PACX-1vT8yCpYslYvCvcrZuZElChg6XVSx6HH1U4wZ0sLlHy6828LwVCBXSU4FTpwYvL8hDr7ReomL5q_PPki/pub
80
+ 79,Q_Accel,0.3221 ± 0.0098,0.8788 ± 0.0312,0.1474 ± 0.0586,0.5462 ± 0.0286,0.3923 ± 0.0220,https://docs.google.com/document/d/1f5yJKuEwGoVsXdp3lB_lnuruEi86-M7SNyhrRkBRbDs/edit?usp=sharing
81
+ 80,csaba-percept-bio,0.3227 ± 0.0096,0.8802 ± 0.0281,0.1741 ± 0.0494,0.5598 ± 0.0262,0.3977 ± 0.0200,https://docs.google.com/document/d/1dzNWT8oyR0-ja_zT6q7bBMPfMTOH2gByY25Sbd13UOs/
82
+ 81,tomatpercept,0.3227 ± 0.0096,0.8802 ± 0.0281,0.1741 ± 0.0494,0.5598 ± 0.0262,0.3977 ± 0.0200,https://docs.google.com/document/d/1dzNWT8oyR0-ja_zT6q7bBMPfMTOH2gByY25Sbd13UOs/edit?usp=sharing
83
+ 82,davidgiganti,0.3236 ± 0.0097,0.8828 ± 0.0256,0.1600 ± 0.0431,0.4792 ± 0.0311,0.3377 ± 0.0230,https://github.com/davidgiganti-ship-it/OpenADMET-ExpansionRx-Challenge
84
+ 83,XeonChem,0.3246 ± 0.0096,0.8855 ± 0.0303,0.1683 ± 0.0541,0.5676 ± 0.0274,0.4060 ± 0.0214,https://docs.google.com/document/d/1-N0GW_6HnSx4rYVoyKCGjGUWxcBXyxwWsmi38lueZck/edit?usp=sharing
85
+ 84,pykel,0.3277 ± 0.0090,0.8936 ± 0.0175,0.1916 ± 0.0276,0.4536 ± 0.0310,0.3121 ± 0.0227,https://docs.google.com/document/d/e/2PACX-1vSu7dHC9-lGeMKyqHaiiPM3Ji_Mb-eLKKtOd453WzbMSH9bT2Bbct4e1TJ6a0kfquMTwK1V-JirxJDi/pub
86
+ 85,Discoverybytes,0.3287 ± 0.0092,0.8968 ± 0.0247,0.1951 ± 0.0377,0.4941 ± 0.0291,0.3428 ± 0.0215,https://docs.google.com/document/d/1fNlOGOvF_lrqWz8-MY3oNyXKUSy5_wWmZeukAEUUFf0/edit?usp=drive_link
87
+ 86,martin,0.3413 ± 0.0099,0.9310 ± 0.0292,0.1153 ± 0.0533,0.5897 ± 0.0261,0.4229 ± 0.0202,https://docs.google.com/document/d/1bMJvlXRRXZ6S-ZnoGmGkYXiIbZNwiDCp23j-Oq3pOJ0/edit?tab=t.0#heading=h.bjzyy4l1sb7l
88
+ 87,riemann,0.3447 ± 0.0098,0.9404 ± 0.0282,0.1063 ± 0.0468,0.4464 ± 0.0313,0.3087 ± 0.0229,https://docs.google.com/document/d/1N_huCHcjGN2OpioMyZBE3Pi5LRhVJoG2t3CFkqIHy50/edit?usp=sharing
89
+ 88,KNIMEST,0.3516 ± 0.0097,0.9592 ± 0.0331,0.0468 ± 0.0657,0.5867 ± 0.0259,0.4186 ± 0.0203,https://docs.google.com/document/d/1e0LpSpYW4VM2c9xVnSKykDDpP9lvdUSIsAJ6h1qbt4E/edit?usp=drive_link
90
+ 89,metro_mehed,0.3522 ± 0.0090,0.9607 ± 0.0238,0.0979 ± 0.0427,0.3995 ± 0.0327,0.2758 ± 0.0236,Manually verified
91
+ 90,Apxjmd,0.3599 ± 0.0106,0.9820 ± 0.0355,-0.0068 ± 0.0679,0.5346 ± 0.0283,0.3770 ± 0.0214,https://docs.google.com/document/d/1r3o16KmaizQJb67i8G6lsYeIVsjUp3pSsK5u5GPqrBs/edit?usp=sharing
92
+ 91,3dprint,0.3646 ± 0.0098,0.9945 ± 0.0218,-0.0024 ± 0.0396,0.3075 ± 0.0316,0.2068 ± 0.0216,https://tinyurl.com/mnb2csbe
93
+ 92,mkruege,0.3653 ± 0.0107,0.9965 ± 0.0347,-0.0417 ± 0.0720,0.4688 ± 0.0303,0.3293 ± 0.0225,https://doi.org/10.17617/3.GIKHJL
94
+ 93,haleemiliyash,0.3696 ± 0.0104,1.0082 ± 0.0314,-0.0370 ± 0.0618,0.4329 ± 0.0301,0.2968 ± 0.0215,https://docs.google.com/document/d/1QKNw_Ev6EVsh2faLWFhflS22xxFrdWwcPvSdwYRMBJ0/edit?usp=sharing
95
+ 94,AIDDLin,0.3778 ± 0.0119,1.0306 ± 0.0368,-0.1673 ± 0.0686,0.4791 ± 0.0304,0.3366 ± 0.0224,https://github.com/linshaolong11/CAMF.git
96
+ 95,boltzmann_xgb,0.3971 ± 0.0108,1.0833 ± 0.0335,-0.1503 ± 0.0652,0.5021 ± 0.0278,0.3470 ± 0.0206,https://docs.google.com/document/d/1RFuSB9CzAwwysvgjP2Bo0RXWbIUZsKF-/edit?usp=sharing&ouid=111440856211122900819&rtpof=true&sd=true
97
+ 96,redjay,0.4116 ± 0.0112,1.1226 ± 0.0219,-0.2725 ± 0.0364,-0.3272 ± 0.0299,-0.2187 ± 0.0204,https://docs.google.com/document/d/1QHhGtEriIm0jGCY5NdTxCxkS6xkUMPakCwgePgGcCj8/edit?tab=t.0
98
+ 97,rymsnyde,0.4265 ± 0.0114,1.1637 ± 0.0399,-0.3339 ± 0.0869,0.4126 ± 0.0326,0.2855 ± 0.0235,https://github.com/rymsnyde/LMC-MO-GPR_for_ADMET
99
+ 98,sudhir2016,0.4319 ± 0.0115,1.1785 ± 0.0385,-0.3757 ± 0.0907,0.4743 ± 0.0297,0.3293 ± 0.0218,https://gist.github.com/sudhir2016/e6a488fe6a856dfc3d8b6734b612a6a5
100
+ 99,boltzmann4,0.5053 ± 0.0118,1.3789 ± 0.0458,-0.7123 ± 0.1074,0.5279 ± 0.0262,0.3669 ± 0.0194,https://docs.google.com/document/d/1-yiygaQi4SC5-4TdrAo8faxW2CNO7YvJ/edit?usp=sharing&ouid=111440856211122900819&rtpof=true&sd=true
101
+ 100,mtqspr_pcamor,0.5179 ± 0.0127,1.4133 ± 0.0502,-0.8511 ± 0.1247,0.6103 ± 0.0253,0.4363 ± 0.0201,https://docs.google.com/document/d/1knr4cDWE-Tn0ZmcTqSCfADTN2d6BIQqsnfaN6URv9Nk/edit?usp=sharing
102
+ 101,latticetower,0.5775 ± 0.0165,1.5758 ± 0.0604,-1.5285 ± 0.1753,0.3035 ± 0.0338,0.2085 ± 0.0236,https://github.com/latticetower/chemney
103
+ 102,little-WM-atw-2,0.7226 ± 0.0155,1.9717 ± 0.0625,-2.3316 ± 0.1550,0.0157 ± 0.0358,0.0117 ± 0.0241,https://github.com/azminewasi/OpenADMET_ExpansionRx
104
+ 103,Srajall,1.1314 ± 0.0159,3.0874 ± 0.0958,-5.9328 ± 0.4016,-0.1806 ± 0.0337,-0.1190 ± 0.0226,https://github.com/srajalcodes/ADMET-Challenge-Report-Methodology/blob/main/README.md
105
+ 104,Sean-Wong,1.3640 ± 0.0166,3.7224 ± 0.1159,-8.7488 ± 0.5663,0.5220 ± 0.0296,0.3711 ± 0.0228,https://github.com/Wang-Lin-boop/Ouroboros
all_leaderboards/leaderboard_KSOL_results.csv ADDED
@@ -0,0 +1,105 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ final rank,user,MAE_display,RAE_display,R2_display,Spearman R_display,Kendall's Tau_display,model details
2
+ 1,overfit,0.2708 ± 0.0062,0.4718 ± 0.0124,0.6807 ± 0.0159,0.6354 ± 0.0142,0.4529 ± 0.0117,https://docs.google.com/document/d/16QIFGZRlQbZGRnP7PKODNLCRiq029fDoMiEiVFF03hE/edit?usp=sharing
3
+ 2,pebble,0.2729 ± 0.0074,0.4754 ± 0.0155,0.5939 ± 0.0236,0.6610 ± 0.0134,0.4747 ± 0.0113,https://docs.google.com/document/d/11YF4Izk_XffIvXf1LahnTICKf8rbdv9mcYl42-7yt8A/edit?usp=sharing
4
+ 3,moka,0.2734 ± 0.0064,0.4763 ± 0.0119,0.6523 ± 0.0159,0.6687 ± 0.0132,0.4815 ± 0.0111,https://github.com/dahvida/openadmet-expansionrx-blind-challenge-moka
5
+ 4,arabica,0.2862 ± 0.0075,0.4986 ± 0.0127,0.5678 ± 0.0202,0.6082 ± 0.0150,0.4300 ± 0.0120,https://github.com/Ngoson2004/OpenADMET-ExpansionRX-Challenge.git
6
+ 5,temal,0.2886 ± 0.0069,0.5027 ± 0.0138,0.6101 ± 0.0191,0.6489 ± 0.0139,0.4648 ± 0.0116,https://docs.google.com/document/d/1IqyTGGB2FLgYpptyst0XdTmZCHMETdX3/edit?usp=sharing&ouid=109801295390196144877&rtpof=true&sd=true
7
+ 6,liberica,0.2915 ± 0.0075,0.5078 ± 0.0122,0.5549 ± 0.0197,0.6178 ± 0.0144,0.4362 ± 0.0115,https://github.com/Ngoson2004/OpenADMET-ExpansionRX-Challenge.git
8
+ 7,shin-chan,0.2940 ± 0.0070,0.5121 ± 0.0159,0.5994 ± 0.0221,0.6513 ± 0.0135,0.4663 ± 0.0112,https://docs.google.com/document/d/1A6sRjezd7GSeLatF7VTE9NeFhmA4rSzmgTvZTL1_Nh4/edit?usp=sharing
9
+ 8,tibo,0.2982 ± 0.0075,0.5195 ± 0.0145,0.5618 ± 0.0210,0.6178 ± 0.0146,0.4404 ± 0.0118,https://github.com/Tibogoss/OpenADMET-ExpansionRx/blob/main/README.md
10
+ 9,rced_nvx,0.2982 ± 0.0075,0.5195 ± 0.0145,0.5618 ± 0.0210,0.6177 ± 0.0146,0.4402 ± 0.0118,https://github.com/cedenoruel/OpenADMET-ExpansionRx-Blind-Challenge/blob/main/README.md
11
+ 10,campfire-capillary,0.2995 ± 0.0072,0.5218 ± 0.0154,0.5688 ± 0.0225,0.6355 ± 0.0140,0.4540 ± 0.0115,https://github.com/campfire-capillary/OpenADMETExpansionRx/blob/main/README.md
12
+ 11,mechaman,0.3019 ± 0.0082,0.5259 ± 0.0147,0.4823 ± 0.0247,0.5280 ± 0.0171,0.3645 ± 0.0131,https://docs.google.com/document/d/1AKNCdPrxqh9QTG1RwOPitm7AUvUHLNl341EzFl9t4o8/edit?usp=sharing
13
+ 12,tmp1234,0.3035 ± 0.0069,0.5287 ± 0.0157,0.5899 ± 0.0233,0.6395 ± 0.0139,0.4558 ± 0.0114,https://docs.google.com/document/d/e/2PACX-1vQ1OAnGO4ZvVFwiiSUmFvaBfk8Hjetun_yDboslS6-p0GglV3vAgV1gZ1fJT0g1PtRlXcuS50kodogE/pub
14
+ 13,HybridADMET,0.3071 ± 0.0077,0.5349 ± 0.0131,0.5348 ± 0.0212,0.5824 ± 0.0154,0.4108 ± 0.0122,https://docs.google.com/document/d/1WD2EVaud7UFCZk5qOZ1_sV_UcGgjlQXkSivTRppDq9Q/edit?usp=sharing
15
+ 14,crh201,0.3074 ± 0.0072,0.5355 ± 0.0136,0.5672 ± 0.0197,0.5988 ± 0.0151,0.4209 ± 0.0121,https://docs.google.com/document/d/1bMJvlXRRXZ6S-ZnoGmGkYXiIbZNwiDCp23j-Oq3pOJ0/edit?tab=t.0#heading=h.bjzyy4l1sb7l
16
+ 15,beetroot,0.3074 ± 0.0072,0.5355 ± 0.0136,0.5672 ± 0.0197,0.5988 ± 0.0151,0.4209 ± 0.0121,https://docs.google.com/document/d/e/2PACX-1vTcBMF2uEAu1POdvZKpA0fHCtvk1JlsolEZQgFZeOxzctH1jILjzsI2uZJL2uL9EZCwdyQ2MsQIJBfy/pub
17
+ 16,WakuwakuADMET,0.3084 ± 0.0067,0.5373 ± 0.0153,0.5940 ± 0.0210,0.6332 ± 0.0146,0.4525 ± 0.0120,https://huggingface.co/WakuwakuADMET/OpenADMET_ExpansionRx_Challenge_Methodology_Report
18
+ 17,chiliflake,0.3121 ± 0.0070,0.5437 ± 0.0138,0.5690 ± 0.0197,0.6048 ± 0.0146,0.4251 ± 0.0117,https://docs.google.com/document/d/e/2PACX-1vR3i2EDTBjTZRKv2EIU0HJeCZRVPHpRk4LQ_LKuexDPphwveWyVCLWNZECGrW7KXPL9ZqdGNApNWh37/pub
19
+ 18,Artichoke,0.3123 ± 0.0079,0.5441 ± 0.0158,0.4970 ± 0.0246,0.5991 ± 0.0149,0.4351 ± 0.0121,https://docs.google.com/document/d/1Mbw0uKDZsQ8QAnQO5uBAdS8x3Z-UTfMhP1fqx2pqTD8/edit?usp=sharing
20
+ 19,Proper,0.3133 ± 0.0073,0.5458 ± 0.0116,0.5468 ± 0.0182,0.6190 ± 0.0142,0.4352 ± 0.0115,https://docs.google.com/document/d/103DSkl24b98QG8McQmDVck-3n66LbIPml6r8ND_NldM/edit?usp=sharing
21
+ 20,Ensem,0.3151 ± 0.0064,0.5490 ± 0.0152,0.6025 ± 0.0194,0.6402 ± 0.0137,0.4547 ± 0.0114,https://docs.google.com/document/d/1BUZ010oL0_fNPmp3Iw28NYi-wkSMz5E8b_RHuQ_dp_0/edit?tab=t.0
22
+ 21,molairity,0.3164 ± 0.0072,0.5512 ± 0.0148,0.5520 ± 0.0208,0.6192 ± 0.0142,0.4386 ± 0.0115,https://docs.google.com/document/d/1gszarZfGCUkn6ZyPhTazd0C3fyjuM3d2vcYY5EW7Lxw/edit?usp=sharing
23
+ 22,JacksonBurns,0.3187 ± 0.0071,0.5552 ± 0.0161,0.5674 ± 0.0226,0.6408 ± 0.0135,0.4560 ± 0.0111,https://github.com/JacksonBurns/openadmet_expansionrx/tree/f8efff6e739555337043574af3657cbe7af3e478
24
+ 23,echo,0.3199 ± 0.0067,0.5574 ± 0.0163,0.5856 ± 0.0216,0.6371 ± 0.0140,0.4528 ± 0.0116,https://docs.google.com/document/d/1nUIr9-EZc401HPdzErG6YnzW3BVy7I2CHUXqaIELLaY/edit?usp=sharing
25
+ 24,interstellar-explorer,0.3208 ± 0.0073,0.5588 ± 0.0143,0.5426 ± 0.0216,0.5947 ± 0.0149,0.4195 ± 0.0119,https://docs.google.com/document/d/1cplc30gDCRcweL39KcN27ANOYPi9sZD_tAtfnMwgoeU/edit?usp=sharing
26
+ 25,Na123,0.3219 ± 0.0067,0.5609 ± 0.0164,0.5836 ± 0.0216,0.6395 ± 0.0138,0.4552 ± 0.0115,https://docs.google.com/document/d/1BUZ010oL0_fNPmp3Iw28NYi-wkSMz5E8b_RHuQ_dp_0/edit?usp=sharing
27
+ 26,c-test,0.3227 ± 0.0070,0.5623 ± 0.0166,0.5624 ± 0.0234,0.6280 ± 0.0141,0.4444 ± 0.0116,https://docs.google.com/document/d/1-JpjWNB5aB2ShLqFGz7Yhf7g-lrMqXV3PHoufH3tho8/edit?tab=t.0
28
+ 27,Hydra,0.3231 ± 0.0077,0.5629 ± 0.0143,0.5086 ± 0.0240,0.5379 ± 0.0176,0.3791 ± 0.0135,https://docs.google.com/document/d/1Jbr7aBBScvanrqfzYsnE1m-a3fJxgv_BIcfDQWls6BQ/edit?usp=sharing
29
+ 28,pykel,0.3236 ± 0.0077,0.5637 ± 0.0118,0.5096 ± 0.0198,0.6259 ± 0.0135,0.4409 ± 0.0109,https://docs.google.com/document/d/e/2PACX-1vSu7dHC9-lGeMKyqHaiiPM3Ji_Mb-eLKKtOd453WzbMSH9bT2Bbct4e1TJ6a0kfquMTwK1V-JirxJDi/pub
30
+ 29,yanyn,0.3253 ± 0.0072,0.5668 ± 0.0171,0.5451 ± 0.0253,0.6237 ± 0.0143,0.4408 ± 0.0117,https://github.com/yan-notes/openadmet_submit_yan
31
+ 30,robusta,0.3271 ± 0.0077,0.5700 ± 0.0172,0.5097 ± 0.0270,0.5955 ± 0.0152,0.4189 ± 0.0121,https://github.com/Ngoson2004/OpenADMET-ExpansionRX-Challenge.git
32
+ 31,Gashaw,0.3287 ± 0.0075,0.5727 ± 0.0170,0.5194 ± 0.0273,0.6245 ± 0.0140,0.4412 ± 0.0115,https://docs.google.com/document/d/1-CgaIBOqN_156l_J2Ujx0tDy7OOq60k1YD0RJTqkG80/edit?usp=sharing
33
+ 32,Mlzzzzz,0.3298 ± 0.0070,0.5745 ± 0.0133,0.5392 ± 0.0189,0.5721 ± 0.0159,0.4005 ± 0.0124,https://docs.google.com/document/d/1NsDLCBnDzkOVd4bWe7iVAiZ3y-4PUTF3DdlDlJy7j3o/edit?tab=t.0
34
+ 33,DMakarov,0.3301 ± 0.0076,0.5751 ± 0.0155,0.4942 ± 0.0240,0.5952 ± 0.0148,0.4177 ± 0.0117,https://github.com/MDMISC/OpenADMET
35
+ 34,martin,0.3317 ± 0.0081,0.5779 ± 0.0183,0.4761 ± 0.0293,0.5887 ± 0.0155,0.4138 ± 0.0123,https://docs.google.com/document/d/1bMJvlXRRXZ6S-ZnoGmGkYXiIbZNwiDCp23j-Oq3pOJ0/edit?tab=t.0#heading=h.bjzyy4l1sb7l
36
+ 35,kermt-t,0.3347 ± 0.0064,0.5831 ± 0.0150,0.5811 ± 0.0183,0.6228 ± 0.0146,0.4411 ± 0.0120,https://docs.google.com/document/d/1EZ99fCvqHSbhJxk2tqUKNOcVmi-iDENwvK1zuVqGLpc/edit?usp=sharing
37
+ 36,nrosa1,0.3357 ± 0.0075,0.5849 ± 0.0172,0.5065 ± 0.0268,0.5932 ± 0.0151,0.4165 ± 0.0121,https://github.com/nrosa/openadmet-erx-challenge/blob/main/model_report.md
38
+ 37,vibdsobeyens,0.3368 ± 0.0083,0.5866 ± 0.0138,0.4462 ± 0.0234,0.5402 ± 0.0162,0.3756 ± 0.0123,https://docs.google.com/document/d/1sdAHKfckhfJBOAnkWTo0iYpFmvKm_nrkSnmymrJgTy0/edit?tab=t.0#heading=h.6pqvt9f1ijp7
39
+ 38,aglisman,0.3390 ± 0.0076,0.5906 ± 0.0184,0.5045 ± 0.0278,0.6283 ± 0.0139,0.4451 ± 0.0114,https://github.com/alec-glisman/OpenADMET-ExpansionRx-Blind-Challenge/blob/main/MODEL_CARD.md
40
+ 39,Q_Accel,0.3400 ± 0.0083,0.5922 ± 0.0121,0.4425 ± 0.0210,0.5631 ± 0.0155,0.3929 ± 0.0120,https://docs.google.com/document/d/1f5yJKuEwGoVsXdp3lB_lnuruEi86-M7SNyhrRkBRbDs/edit?usp=sharing
41
+ 40,Universal15,0.3425 ± 0.0069,0.5967 ± 0.0169,0.5512 ± 0.0215,0.6082 ± 0.0152,0.4304 ± 0.0122,https://docs.google.com/document/d/1RQTj1BBOKmtHgXschFUa_ZUdz1a0juRI0eXwnnLkPZE/edit?usp=sharing
42
+ 41,beardy-polonium,0.3458 ± 0.0065,0.6025 ± 0.0149,0.5654 ± 0.0186,0.6232 ± 0.0143,0.4425 ± 0.0116,https://drive.google.com/file/d/163hHzi_YIoM26sEFSTQ3Wo-2MzInuHeM/view?usp=drive_link
43
+ 42,vaishnavi53,0.3472 ± 0.0085,0.6048 ± 0.0173,0.4191 ± 0.0273,0.5408 ± 0.0163,0.3793 ± 0.0126,https://docs.google.com/document/d/1LGw0CJGVm1hCqLDEkIms7YXPMnHH3LADeEmcWn5xwtI/edit?usp=sharing
44
+ 43,pequqa,0.3485 ± 0.0073,0.6071 ± 0.0148,0.5053 ± 0.0218,0.5777 ± 0.0153,0.4057 ± 0.0120,https://docs.google.com/document/d/12ZIbady_SwV9ICSvMWcKBPoGAZxVbn5_f-xpMaK6iJA/edit?usp=sharing
45
+ 44,briford,0.3493 ± 0.0080,0.6085 ± 0.0181,0.4655 ± 0.0262,0.5941 ± 0.0147,0.4172 ± 0.0117,https://github.com/SuperCowPowers/workbench/tree/main/open_admet
46
+ 45,okidoki,0.3501 ± 0.0078,0.6100 ± 0.0188,0.4641 ± 0.0289,0.5915 ± 0.0148,0.4172 ± 0.0117,https://docs.google.com/document/d/1yD6ZppdthvohCvc1fYvUi57Jsxu1XS5nuRYwHEGblp4/edit?tab=t.0
47
+ 46,UncertainTea,0.3509 ± 0.0067,0.6112 ± 0.0137,0.5316 ± 0.0176,0.6058 ± 0.0144,0.4269 ± 0.0115,https://github.com/un-certain-tea/OpenADMET-ExpansionRx-Challenge
48
+ 47,KNIMEST,0.3517 ± 0.0079,0.6128 ± 0.0160,0.4404 ± 0.0273,0.5617 ± 0.0156,0.3943 ± 0.0120,https://docs.google.com/document/d/1e0LpSpYW4VM2c9xVnSKykDDpP9lvdUSIsAJ6h1qbt4E/edit?usp=drive_link
49
+ 48,combo,0.3552 ± 0.0073,0.6188 ± 0.0151,0.4894 ± 0.0212,0.5616 ± 0.0162,0.3949 ± 0.0126,https://docs.google.com/document/d/1oWa1P6HHcntg8GSvAhLG8e576mYATK3HwOhCsVihWx8/edit?usp=drivesdk
50
+ 49,madie31,0.3552 ± 0.0073,0.6188 ± 0.0151,0.4894 ± 0.0212,0.5616 ± 0.0162,0.3949 ± 0.0126,https://deu01.safelinks.protection.outlook.com/?url=https%3A%2F%2Fdocs.google.com%2Fdocument%2Fd%2F1bwf4dckzznWy4DbNXrNxB_jbWFAwRAGa%2Fedit%3Fusp%3Ddrive_link%26ouid%3D100007225775794272332%26rtpof%3Dtrue%26sd%3Dtrue&data=05%7C02%7CLaetitia.Breuil%40evotec.com%7C6adc287ff3c74acba6d008de56a9a9f2%7C3047e55219ba4ca2a020799287660985%7C0%7C0%7C639043483862053326%7CUnknown%7CTWFpbGZsb3d8eyJFbXB0eU1hcGkiOnRydWUsIlYiOiIwLjAuMDAwMCIsIlAiOiJXaW4zMiIsIkFOIjoiTWFpbCIsIldUIjoyfQ%3D%3D%7C0%7C%7C%7C&sdata=W%2BY9Rq8RyDV5P2u3sO5%2Bi1CT1Tlwlv5tA0qHU%2BkppM0%3D&reserved=0
51
+ 50,lifaen,0.3566 ± 0.0075,0.6212 ± 0.0126,0.4663 ± 0.0201,0.5496 ± 0.0159,0.3837 ± 0.0122,https://docs.google.com/document/d/1ng3NAEPVjCxvTXzGQfE4bCtfqj0Tms-Zkxr3YyfHBZA/edit?usp=sharing
52
+ 51,Shorku,0.3617 ± 0.0063,0.6302 ± 0.0152,0.5407 ± 0.0180,0.6053 ± 0.0145,0.4256 ± 0.0116,https://github.com/Shorku/OpenADMET_ExpansionRx_Blind_Challenge
53
+ 52,ZaZdrowie,0.3638 ± 0.0073,0.6339 ± 0.0178,0.4918 ± 0.0230,0.6007 ± 0.0148,0.4243 ± 0.0118,https://gist.github.com/vchupakhinslp/4eac9f483b2b55168ed4f0d10d92455c
54
+ 53,combo,0.3646 ± 0.0063,0.6352 ± 0.0151,0.5295 ± 0.0179,0.6078 ± 0.0146,0.4292 ± 0.0117,https://docs.google.com/document/d/1oWa1P6HHcntg8GSvAhLG8e576mYATK3HwOhCsVihWx8/edit?usp=drivesdk
55
+ 54,median3,0.3655 ± 0.0067,0.6367 ± 0.0145,0.5019 ± 0.0188,0.5758 ± 0.0156,0.4045 ± 0.0122,https://docs.google.com/document/d/1TC8rbtKGD0wOh3CmvKCnoz_Lkflniip9-4IgKkBPOY8/edit?usp=sharing
56
+ 55,chundu05,0.3680 ± 0.0075,0.6410 ± 0.0157,0.4485 ± 0.0253,0.5759 ± 0.0151,0.4041 ± 0.0118,https://docs.google.com/document/d/1DMiIxDK20FzTZgmBoZsy_FQw0iJGHhZYAhiNAc_SV_Q/edit?tab=t.0#heading=h.s2yx44dt2a2z
57
+ 56,rappleton,0.3746 ± 0.0067,0.6527 ± 0.0173,0.5035 ± 0.0212,0.6031 ± 0.0146,0.4239 ± 0.0117,https://github.com/R-applet/ADMET_Challenge_2025/tree/main
58
+ 57,EGabrielle,0.3774 ± 0.0071,0.6574 ± 0.0163,0.4631 ± 0.0227,0.5769 ± 0.0146,0.4015 ± 0.0114,https://github.com/etiu/Openadmet_competition_v2
59
+ 58,itetko,0.3774 ± 0.0066,0.6576 ± 0.0158,0.5016 ± 0.0199,0.5919 ± 0.0147,0.4174 ± 0.0117,https://docs.google.com/document/d/1wh6lkdgEl7lMLSyxhuMXVd3E4Pqqbo--lPdxb_hoTkM/edit?tab=t.0
60
+ 59,ellieberry,0.3775 ± 0.0073,0.6576 ± 0.0149,0.4574 ± 0.0211,0.5402 ± 0.0155,0.3751 ± 0.0119,https://github.com/etiu/Openadmet_competition_v2
61
+ 60,theZone,0.3801 ± 0.0065,0.6622 ± 0.0180,0.5069 ± 0.0221,0.6150 ± 0.0142,0.4338 ± 0.0116,https://drive.google.com/file/d/12OcLMCjM2S1Wz8yuLXZ3on_xwxGMyg3x/view?usp=drive_link
62
+ 61,iCsmiles,0.3808 ± 0.0086,0.6632 ± 0.0092,0.3566 ± 0.0174,0.5464 ± 0.0165,0.3810 ± 0.0126,https://huggingface.co/datasets/JustLeonard/ML/blob/main/readmev2.pdf
63
+ 62,wikke69,0.3808 ± 0.0067,0.6634 ± 0.0164,0.4874 ± 0.0201,0.5952 ± 0.0148,0.4207 ± 0.0118,https://gist.github.com/dehaenw/1318d2265db7ab2744306a7b26e1c535
64
+ 63,3dprint,0.3820 ± 0.0096,0.6653 ± 0.0104,0.2818 ± 0.0195,0.5014 ± 0.0175,0.3436 ± 0.0130,https://tinyurl.com/mnb2csbe
65
+ 64,diliadis,0.3827 ± 0.0067,0.6667 ± 0.0145,0.4755 ± 0.0186,0.5608 ± 0.0153,0.3917 ± 0.0117,https://docs.google.com/document/d/1sdAHKfckhfJBOAnkWTo0iYpFmvKm_nrkSnmymrJgTy0/edit?usp=sharing
66
+ 65,riemann,0.3863 ± 0.0085,0.6728 ± 0.0101,0.3627 ± 0.0168,0.5345 ± 0.0164,0.3736 ± 0.0125,https://docs.google.com/document/d/1N_huCHcjGN2OpioMyZBE3Pi5LRhVJoG2t3CFkqIHy50/edit?usp=sharing
67
+ 66,agitter,0.3896 ± 0.0079,0.6788 ± 0.0198,0.4093 ± 0.0296,0.5396 ± 0.0166,0.3788 ± 0.0127,https://github.com/agitter/openadmet-expansionrx-challenge
68
+ 67,latticetower,0.4007 ± 0.0090,0.6979 ± 0.0135,0.2889 ± 0.0240,0.4461 ± 0.0183,0.3056 ± 0.0132,https://github.com/latticetower/chemney
69
+ 68,eq_az,0.4007 ± 0.0071,0.6982 ± 0.0169,0.4298 ± 0.0229,0.5331 ± 0.0165,0.3712 ± 0.0126,https://drive.google.com/drive/folders/1AE9iD5EHYA7Kri1Z1hywNPXMaQl0-4iQ
70
+ 69,Kandagalla,0.4021 ± 0.0082,0.7005 ± 0.0143,0.3610 ± 0.0234,0.4410 ± 0.0184,0.3043 ± 0.0135,https://drive.google.com/file/d/1uJbizC6W-chHjzeq7uaQw42Cv91IsEAk/view?usp=sharing
71
+ 70,tespharma,0.4023 ± 0.0076,0.7009 ± 0.0201,0.4058 ± 0.0281,0.5896 ± 0.0152,0.4132 ± 0.0119,https://docs.google.com/document/d/1ydaJf4kJOlfVOoYlXTEU0JNrINWhEwfM0NSPXJU-FtU/edit?usp=sharing
72
+ 71,tomatpercept,0.4034 ± 0.0084,0.7026 ± 0.0137,0.3435 ± 0.0233,0.4581 ± 0.0180,0.3166 ± 0.0132,https://docs.google.com/document/d/1dzNWT8oyR0-ja_zT6q7bBMPfMTOH2gByY25Sbd13UOs/edit?usp=sharing
73
+ 72,csaba-percept-bio,0.4034 ± 0.0084,0.7026 ± 0.0137,0.3435 ± 0.0233,0.4581 ± 0.0180,0.3166 ± 0.0132,https://docs.google.com/document/d/1dzNWT8oyR0-ja_zT6q7bBMPfMTOH2gByY25Sbd13UOs/
74
+ 73,rez3vil,0.4040 ± 0.0070,0.7038 ± 0.0174,0.4308 ± 0.0239,0.5357 ± 0.0162,0.3741 ± 0.0124,https://github.com/rez3vil/OpenADMET-ExpansionRx-Challenge.git
75
+ 74,jonswain,0.4065 ± 0.0073,0.7081 ± 0.0167,0.4123 ± 0.0227,0.5216 ± 0.0168,0.3642 ± 0.0128,https://github.com/jonswain/OpenADMET_ExpansionRx_Blind_Challenge
76
+ 75,davidgiganti,0.4090 ± 0.0097,0.7123 ± 0.0071,0.2289 ± 0.0164,0.5079 ± 0.0166,0.3522 ± 0.0124,https://github.com/davidgiganti-ship-it/OpenADMET-ExpansionRx-Challenge
77
+ 76,jeremy,0.4103 ± 0.0062,0.7148 ± 0.0165,0.4659 ± 0.0190,0.5954 ± 0.0142,0.4180 ± 0.0114,https://github.com/jeremycheminf/openadmet_scripts/tree/main
78
+ 77,KagakuData,0.4109 ± 0.0075,0.7159 ± 0.0184,0.3843 ± 0.0288,0.5569 ± 0.0159,0.3915 ± 0.0122,https://github.com/KagakuAI/QSARcons
79
+ 78,AIDDLin,0.4157 ± 0.0087,0.7240 ± 0.0099,0.2994 ± 0.0142,0.5094 ± 0.0162,0.3518 ± 0.0120,https://github.com/linshaolong11/CAMF.git
80
+ 79,massazahdeh,0.4228 ± 0.0100,0.7366 ± 0.0233,0.1448 ± 0.1495,0.5772 ± 0.0154,0.4055 ± 0.0121,https://huggingface.co/spaces/openadmet/OpenADMET-ExpansionRx-Challenge
81
+ 80,rymsnyde,0.4243 ± 0.0092,0.7391 ± 0.0189,0.2266 ± 0.0332,0.4457 ± 0.0171,0.3065 ± 0.0124,https://github.com/rymsnyde/LMC-MO-GPR_for_ADMET
82
+ 81,mkruege,0.4299 ± 0.0097,0.7490 ± 0.0246,0.2145 ± 0.0462,0.5545 ± 0.0159,0.3881 ± 0.0123,https://doi.org/10.17617/3.GIKHJL
83
+ 82,leeherman,0.4299 ± 0.0078,0.7491 ± 0.0209,0.3396 ± 0.0291,0.5079 ± 0.0168,0.3529 ± 0.0126,https://docs.google.com/document/d/1_VPsW3p-zKztMqxTWbBNwhddvkqRS3ZWLmfO04nU9Lw/edit?usp=sharing
84
+ 83,wleco22,0.4364 ± 0.0069,0.7603 ± 0.0176,0.3836 ± 0.0213,0.5193 ± 0.0166,0.3603 ± 0.0125,https://docs.google.com/document/d/1wxbX96aE9hxgvmUqbeLkxdDe4sRU1DcBXKB08eLo8G0/edit?usp=sharing
85
+ 84,Kalen_UCL,0.4385 ± 0.0074,0.7641 ± 0.0202,0.3531 ± 0.0274,0.5399 ± 0.0162,0.3773 ± 0.0123,https://docs.google.com/document/d/1KYbdAJxJaDNGEy6DhjyhK7jZJM5J8KHEOX3MAB_b6Jc/edit?usp=sharing
86
+ 85,SystemsCBLab,0.4407 ± 0.0071,0.7677 ± 0.0143,0.3612 ± 0.0176,0.5124 ± 0.0160,0.3539 ± 0.0120,https://github.com/apalania/OpenADMET-ExpansionRx-Challenge/blob/main/MethodologyReport_v2.pdf
87
+ 86,Discoverybytes,0.4520 ± 0.0082,0.7874 ± 0.0183,0.2741 ± 0.0281,0.4447 ± 0.0183,0.3106 ± 0.0135,https://docs.google.com/document/d/1fNlOGOvF_lrqWz8-MY3oNyXKUSy5_wWmZeukAEUUFf0/edit?usp=drive_link
88
+ 87,XeonChem,0.4625 ± 0.0102,0.8057 ± 0.0227,0.0779 ± 0.0420,0.4614 ± 0.0173,0.3180 ± 0.0126,https://docs.google.com/document/d/1-N0GW_6HnSx4rYVoyKCGjGUWxcBXyxwWsmi38lueZck/edit?usp=sharing
89
+ 88,tiuel,0.4691 ± 0.0071,0.8174 ± 0.0208,0.3116 ± 0.0267,0.5092 ± 0.0165,0.3525 ± 0.0123,https://github.com/etiu/OpenAdmet_competition
90
+ 89,sudhir2016,0.4718 ± 0.0092,0.8219 ± 0.0194,0.1611 ± 0.0316,0.4410 ± 0.0181,0.3029 ± 0.0131,https://gist.github.com/sudhir2016/e6a488fe6a856dfc3d8b6734b612a6a5
91
+ 90,boltzmann_xgb,0.4735 ± 0.0073,0.8249 ± 0.0184,0.2690 ± 0.0260,0.4825 ± 0.0171,0.3348 ± 0.0126,https://docs.google.com/document/d/1RFuSB9CzAwwysvgjP2Bo0RXWbIUZsKF-/edit?usp=sharing&ouid=111440856211122900819&rtpof=true&sd=true
92
+ 91,eachanjohnson,0.4737 ± 0.0074,0.8253 ± 0.0216,0.2863 ± 0.0296,0.5243 ± 0.0159,0.3649 ± 0.0120,https://github.com/eachanjohnson/challenge-2601-openadmet
93
+ 92,Harshit494,0.4757 ± 0.0071,0.8289 ± 0.0204,0.2969 ± 0.0263,0.4834 ± 0.0168,0.3332 ± 0.0125,https://github.com/research-al/admet-challenge
94
+ 93,femisegvn,0.4869 ± 0.0073,0.8483 ± 0.0211,0.2521 ± 0.0283,0.4772 ± 0.0169,0.3293 ± 0.0124,https://github.com/femisegvn/ExpansionRx-OpenADMET-blind-challenge
95
+ 94,AzizA-A,0.4870 ± 0.0075,0.8486 ± 0.0225,0.2553 ± 0.0306,0.4861 ± 0.0173,0.3365 ± 0.0128,https://github.com/AzizAbusaleh/OpenADMET-Challenge2026/blob/3da375b0f8f801a03873ea69622ebb31d7f907fb/Report.pdf
96
+ 95,vibeADMET,0.4878 ± 0.0073,0.8498 ± 0.0203,0.2612 ± 0.0265,0.4850 ± 0.0167,0.3343 ± 0.0122,https://docs.google.com/document/d/e/2PACX-1vT8yCpYslYvCvcrZuZElChg6XVSx6HH1U4wZ0sLlHy6828LwVCBXSU4FTpwYvL8hDr7ReomL5q_PPki/pub
97
+ 96,boltzmann4,0.4930 ± 0.0072,0.8589 ± 0.0213,0.2566 ± 0.0281,0.4967 ± 0.0165,0.3441 ± 0.0122,https://docs.google.com/document/d/1-yiygaQi4SC5-4TdrAo8faxW2CNO7YvJ/edit?usp=sharing&ouid=111440856211122900819&rtpof=true&sd=true
98
+ 97,mtqspr_pcamor,0.4961 ± 0.0093,0.8643 ± 0.0268,0.0940 ± 0.0468,0.5326 ± 0.0165,0.3733 ± 0.0125,https://docs.google.com/document/d/1knr4cDWE-Tn0ZmcTqSCfADTN2d6BIQqsnfaN6URv9Nk/edit?usp=sharing
99
+ 98,metro_mehed,0.4966 ± 0.0079,0.8652 ± 0.0177,0.1887 ± 0.0229,0.4505 ± 0.0168,0.3054 ± 0.0120,https://docs.google.com/document/d/1xseb0nWU162fvvG8jFDoEKX_nx4qEflHMrNmDNSn2Oo/edit?usp=drive_link
100
+ 99,Apxjmd,0.5359 ± 0.0073,0.9337 ± 0.0234,0.1609 ± 0.0314,0.4573 ± 0.0178,0.3154 ± 0.0131,https://docs.google.com/document/d/1r3o16KmaizQJb67i8G6lsYeIVsjUp3pSsK5u5GPqrBs/edit?usp=sharing
101
+ 100,little-WM-atw-2,0.5872 ± 0.0152,1.0225 ± 0.0090,-0.7007 ± 0.0203,0.0922 ± 0.0221,0.0621 ± 0.0147,https://github.com/azminewasi/OpenADMET_ExpansionRx
102
+ 101,redjay,0.7002 ± 0.0064,1.2200 ± 0.0246,-0.1888 ± 0.0262,0.3064 ± 0.0205,0.2076 ± 0.0144,https://docs.google.com/document/d/1QHhGtEriIm0jGCY5NdTxCxkS6xkUMPakCwgePgGcCj8/edit?tab=t.0
103
+ 102,haleemiliyash,1.2912 ± 0.0117,2.2503 ± 0.0715,-3.0259 ± 0.1799,0.4080 ± 0.0192,0.2826 ± 0.0140,https://docs.google.com/document/d/1QKNw_Ev6EVsh2faLWFhflS22xxFrdWwcPvSdwYRMBJ0/edit?usp=sharing
104
+ 103,Srajall,1.6953 ± 0.0142,2.9544 ± 0.0932,-5.7824 ± 0.3026,0.1102 ± 0.0215,0.0739 ± 0.0145,https://github.com/srajalcodes/ADMET-Challenge-Report-Methodology/blob/main/README.md
105
+ 104,Sean-Wong,1.8053 ± 0.0142,3.1461 ± 0.0981,-6.5675 ± 0.3361,0.4756 ± 0.0172,0.3243 ± 0.0127,https://github.com/Wang-Lin-boop/Ouroboros
all_leaderboards/leaderboard_LogD_results.csv ADDED
@@ -0,0 +1,105 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ final rank,user,MAE_display,RAE_display,R2_display,Spearman R_display,Kendall's Tau_display,model details
2
+ 1,pebble,0.2820 ± 0.0059,0.3473 ± 0.0081,0.8560 ± 0.0089,0.9365 ± 0.0040,0.8011 ± 0.0054,https://docs.google.com/document/d/11YF4Izk_XffIvXf1LahnTICKf8rbdv9mcYl42-7yt8A/edit?usp=sharing
3
+ 2,moka,0.2976 ± 0.0055,0.3664 ± 0.0078,0.8534 ± 0.0075,0.9396 ± 0.0038,0.8054 ± 0.0050,https://github.com/dahvida/openadmet-expansionrx-blind-challenge-moka
4
+ 3,shin-chan,0.3095 ± 0.0059,0.3811 ± 0.0092,0.8355 ± 0.0096,0.9200 ± 0.0049,0.7748 ± 0.0060,https://docs.google.com/document/d/1A6sRjezd7GSeLatF7VTE9NeFhmA4rSzmgTvZTL1_Nh4/edit?usp=sharing
5
+ 4,campfire-capillary,0.3134 ± 0.0062,0.3859 ± 0.0091,0.8276 ± 0.0095,0.9142 ± 0.0049,0.7668 ± 0.0062,https://github.com/campfire-capillary/OpenADMETExpansionRx/blob/main/README.md
6
+ 5,HybridADMET,0.3166 ± 0.0064,0.3898 ± 0.0083,0.8209 ± 0.0090,0.9138 ± 0.0050,0.7652 ± 0.0063,https://docs.google.com/document/d/1WD2EVaud7UFCZk5qOZ1_sV_UcGgjlQXkSivTRppDq9Q/edit?usp=sharing
7
+ 6,crh201,0.3195 ± 0.0059,0.3934 ± 0.0091,0.8277 ± 0.0090,0.9154 ± 0.0046,0.7649 ± 0.0059,https://docs.google.com/document/d/1bMJvlXRRXZ6S-ZnoGmGkYXiIbZNwiDCp23j-Oq3pOJ0/edit?tab=t.0#heading=h.bjzyy4l1sb7l
8
+ 7,theZone,0.3200 ± 0.0062,0.3940 ± 0.0085,0.8232 ± 0.0090,0.9095 ± 0.0052,0.7596 ± 0.0064,https://drive.google.com/file/d/12OcLMCjM2S1Wz8yuLXZ3on_xwxGMyg3x/view?usp=drive_link
9
+ 8,tmp1234,0.3223 ± 0.0064,0.3969 ± 0.0092,0.8165 ± 0.0101,0.9114 ± 0.0055,0.7668 ± 0.0065,https://docs.google.com/document/d/e/2PACX-1vQ1OAnGO4ZvVFwiiSUmFvaBfk8Hjetun_yDboslS6-p0GglV3vAgV1gZ1fJT0g1PtRlXcuS50kodogE/pub
10
+ 9,beetroot,0.3252 ± 0.0060,0.4005 ± 0.0094,0.8208 ± 0.0095,0.9129 ± 0.0048,0.7614 ± 0.0061,https://docs.google.com/document/d/e/2PACX-1vTcBMF2uEAu1POdvZKpA0fHCtvk1JlsolEZQgFZeOxzctH1jILjzsI2uZJL2uL9EZCwdyQ2MsQIJBfy/pub
11
+ 10,molairity,0.3267 ± 0.0064,0.4023 ± 0.0086,0.8148 ± 0.0092,0.9067 ± 0.0052,0.7523 ± 0.0063,https://docs.google.com/document/d/1gszarZfGCUkn6ZyPhTazd0C3fyjuM3d2vcYY5EW7Lxw/edit?usp=sharing
12
+ 11,Ensem,0.3323 ± 0.0066,0.4092 ± 0.0093,0.8048 ± 0.0099,0.9050 ± 0.0053,0.7526 ± 0.0064,https://docs.google.com/document/d/1BUZ010oL0_fNPmp3Iw28NYi-wkSMz5E8b_RHuQ_dp_0/edit?tab=t.0
13
+ 12,yanyn,0.3334 ± 0.0066,0.4106 ± 0.0094,0.8027 ± 0.0100,0.9041 ± 0.0053,0.7515 ± 0.0064,https://github.com/yan-notes/openadmet_submit_yan
14
+ 13,c-test,0.3340 ± 0.0066,0.4114 ± 0.0094,0.8020 ± 0.0100,0.9040 ± 0.0053,0.7513 ± 0.0064,https://docs.google.com/document/d/1-JpjWNB5aB2ShLqFGz7Yhf7g-lrMqXV3PHoufH3tho8/edit?tab=t.0
15
+ 14,kermt-t,0.3342 ± 0.0066,0.4116 ± 0.0094,0.8041 ± 0.0098,0.9041 ± 0.0053,0.7507 ± 0.0065,https://docs.google.com/document/d/1EZ99fCvqHSbhJxk2tqUKNOcVmi-iDENwvK1zuVqGLpc/edit?usp=sharing
16
+ 15,rced_nvx,0.3349 ± 0.0066,0.4124 ± 0.0096,0.8050 ± 0.0105,0.8930 ± 0.0061,0.7374 ± 0.0070,https://github.com/cedenoruel/OpenADMET-ExpansionRx-Blind-Challenge/blob/main/README.md
17
+ 16,echo,0.3350 ± 0.0066,0.4125 ± 0.0094,0.8009 ± 0.0100,0.9036 ± 0.0053,0.7507 ± 0.0064,https://docs.google.com/document/d/1nUIr9-EZc401HPdzErG6YnzW3BVy7I2CHUXqaIELLaY/edit?usp=sharing
18
+ 17,Na123,0.3350 ± 0.0066,0.4125 ± 0.0094,0.8009 ± 0.0100,0.9036 ± 0.0053,0.7507 ± 0.0064,https://docs.google.com/document/d/1BUZ010oL0_fNPmp3Iw28NYi-wkSMz5E8b_RHuQ_dp_0/edit?usp=sharing
19
+ 18,tibo,0.3350 ± 0.0066,0.4126 ± 0.0096,0.8047 ± 0.0105,0.8928 ± 0.0061,0.7373 ± 0.0070,https://github.com/Tibogoss/OpenADMET-ExpansionRx/blob/main/README.md
20
+ 19,martin,0.3359 ± 0.0062,0.4137 ± 0.0098,0.8103 ± 0.0100,0.9070 ± 0.0050,0.7518 ± 0.0062,https://docs.google.com/document/d/1bMJvlXRRXZ6S-ZnoGmGkYXiIbZNwiDCp23j-Oq3pOJ0/edit?tab=t.0#heading=h.bjzyy4l1sb7l
21
+ 20,arabica,0.3405 ± 0.0061,0.4193 ± 0.0088,0.8129 ± 0.0090,0.9065 ± 0.0051,0.7510 ± 0.0063,https://github.com/Ngoson2004/OpenADMET-ExpansionRX-Challenge.git
22
+ 21,Gashaw,0.3413 ± 0.0067,0.4204 ± 0.0099,0.8017 ± 0.0110,0.8958 ± 0.0058,0.7393 ± 0.0069,https://docs.google.com/document/d/1-CgaIBOqN_156l_J2Ujx0tDy7OOq60k1YD0RJTqkG80/edit?usp=sharing
23
+ 22,Shorku,0.3439 ± 0.0070,0.4235 ± 0.0100,0.7851 ± 0.0118,0.8887 ± 0.0067,0.7375 ± 0.0074,https://github.com/Shorku/OpenADMET_ExpansionRx_Blind_Challenge
24
+ 23,Universal15,0.3486 ± 0.0066,0.4293 ± 0.0088,0.7962 ± 0.0091,0.8963 ± 0.0053,0.7341 ± 0.0064,https://docs.google.com/document/d/1RQTj1BBOKmtHgXschFUa_ZUdz1a0juRI0eXwnnLkPZE/edit?usp=sharing
25
+ 24,pykel,0.3508 ± 0.0073,0.4320 ± 0.0097,0.7760 ± 0.0129,0.8946 ± 0.0057,0.7359 ± 0.0068,https://docs.google.com/document/d/e/2PACX-1vSu7dHC9-lGeMKyqHaiiPM3Ji_Mb-eLKKtOd453WzbMSH9bT2Bbct4e1TJ6a0kfquMTwK1V-JirxJDi/pub
26
+ 25,vaishnavi53,0.3526 ± 0.0069,0.4342 ± 0.0091,0.7828 ± 0.0107,0.8904 ± 0.0057,0.7282 ± 0.0067,https://docs.google.com/document/d/1LGw0CJGVm1hCqLDEkIms7YXPMnHH3LADeEmcWn5xwtI/edit?usp=sharing
27
+ 26,chiliflake,0.3543 ± 0.0064,0.4363 ± 0.0093,0.7963 ± 0.0092,0.9052 ± 0.0051,0.7479 ± 0.0062,https://docs.google.com/document/d/e/2PACX-1vR3i2EDTBjTZRKv2EIU0HJeCZRVPHpRk4LQ_LKuexDPphwveWyVCLWNZECGrW7KXPL9ZqdGNApNWh37/pub
28
+ 27,overfit,0.3544 ± 0.0081,0.4365 ± 0.0101,0.7516 ± 0.0189,0.8857 ± 0.0070,0.7296 ± 0.0075,https://docs.google.com/document/d/16QIFGZRlQbZGRnP7PKODNLCRiq029fDoMiEiVFF03hE/edit?usp=sharing
29
+ 28,jeremy,0.3552 ± 0.0066,0.4374 ± 0.0098,0.7900 ± 0.0102,0.8926 ± 0.0059,0.7338 ± 0.0070,https://github.com/jeremycheminf/openadmet_scripts/tree/main
30
+ 29,Artichoke,0.3567 ± 0.0077,0.4393 ± 0.0107,0.7540 ± 0.0136,0.8871 ± 0.0072,0.7384 ± 0.0077,https://docs.google.com/document/d/1Mbw0uKDZsQ8QAnQO5uBAdS8x3Z-UTfMhP1fqx2pqTD8/edit?usp=sharing
31
+ 30,JacksonBurns,0.3581 ± 0.0075,0.4410 ± 0.0102,0.7649 ± 0.0137,0.8912 ± 0.0059,0.7311 ± 0.0069,https://github.com/JacksonBurns/openadmet_expansionrx/tree/f8efff6e739555337043574af3657cbe7af3e478
32
+ 31,aglisman,0.3608 ± 0.0082,0.4443 ± 0.0107,0.7425 ± 0.0153,0.8823 ± 0.0067,0.7252 ± 0.0075,https://github.com/alec-glisman/OpenADMET-ExpansionRx-Blind-Challenge/blob/main/MODEL_CARD.md
33
+ 32,temal,0.3633 ± 0.0071,0.4474 ± 0.0095,0.7756 ± 0.0110,0.8989 ± 0.0055,0.7402 ± 0.0066,https://docs.google.com/document/d/1IqyTGGB2FLgYpptyst0XdTmZCHMETdX3/edit?usp=sharing&ouid=109801295390196144877&rtpof=true&sd=true
34
+ 33,liberica,0.3652 ± 0.0068,0.4498 ± 0.0095,0.7783 ± 0.0110,0.9040 ± 0.0053,0.7489 ± 0.0064,https://github.com/Ngoson2004/OpenADMET-ExpansionRX-Challenge.git
35
+ 34,Mlzzzzz,0.3676 ± 0.0066,0.4526 ± 0.0092,0.7835 ± 0.0097,0.8884 ± 0.0058,0.7247 ± 0.0068,https://docs.google.com/document/d/1NsDLCBnDzkOVd4bWe7iVAiZ3y-4PUTF3DdlDlJy7j3o/edit?tab=t.0
36
+ 35,briford,0.3723 ± 0.0082,0.4584 ± 0.0107,0.7315 ± 0.0155,0.8726 ± 0.0073,0.7147 ± 0.0078,https://github.com/SuperCowPowers/workbench/tree/main/open_admet
37
+ 36,rappleton,0.3745 ± 0.0081,0.4612 ± 0.0104,0.7346 ± 0.0152,0.8690 ± 0.0072,0.7069 ± 0.0078,https://github.com/R-applet/ADMET_Challenge_2025/tree/main
38
+ 37,Q_Accel,0.3751 ± 0.0064,0.4619 ± 0.0102,0.7778 ± 0.0109,0.8885 ± 0.0059,0.7272 ± 0.0069,https://docs.google.com/document/d/1f5yJKuEwGoVsXdp3lB_lnuruEi86-M7SNyhrRkBRbDs/edit?usp=sharing
39
+ 38,mechaman,0.3789 ± 0.0069,0.4666 ± 0.0095,0.7651 ± 0.0098,0.9029 ± 0.0054,0.7458 ± 0.0066,https://docs.google.com/document/d/1AKNCdPrxqh9QTG1RwOPitm7AUvUHLNl341EzFl9t4o8/edit?usp=sharing
40
+ 39,Proper,0.3790 ± 0.0079,0.4668 ± 0.0099,0.7427 ± 0.0154,0.8793 ± 0.0066,0.7193 ± 0.0075,https://docs.google.com/document/d/103DSkl24b98QG8McQmDVck-3n66LbIPml6r8ND_NldM/edit?usp=sharing
41
+ 40,robusta,0.3806 ± 0.0090,0.4687 ± 0.0115,0.7056 ± 0.0203,0.8670 ± 0.0081,0.7115 ± 0.0082,https://github.com/Ngoson2004/OpenADMET-ExpansionRX-Challenge.git
42
+ 41,beardy-polonium,0.3813 ± 0.0078,0.4696 ± 0.0099,0.7341 ± 0.0146,0.8710 ± 0.0071,0.7106 ± 0.0078,https://drive.google.com/file/d/163hHzi_YIoM26sEFSTQ3Wo-2MzInuHeM/view?usp=drive_link
43
+ 42,nrosa1,0.3843 ± 0.0096,0.4732 ± 0.0123,0.6815 ± 0.0205,0.8641 ± 0.0080,0.7083 ± 0.0084,https://github.com/nrosa/openadmet-erx-challenge/blob/main/model_report.md
44
+ 43,tespharma,0.3904 ± 0.0072,0.4807 ± 0.0109,0.7561 ± 0.0110,0.8689 ± 0.0064,0.6970 ± 0.0074,https://docs.google.com/document/d/1ydaJf4kJOlfVOoYlXTEU0JNrINWhEwfM0NSPXJU-FtU/edit?usp=sharing
45
+ 44,UncertainTea,0.3909 ± 0.0078,0.4814 ± 0.0107,0.7351 ± 0.0133,0.8584 ± 0.0077,0.6929 ± 0.0081,https://github.com/un-certain-tea/OpenADMET-ExpansionRx-Challenge
46
+ 45,WakuwakuADMET,0.3912 ± 0.0089,0.4817 ± 0.0121,0.6986 ± 0.0182,0.8672 ± 0.0077,0.7069 ± 0.0080,https://huggingface.co/WakuwakuADMET/OpenADMET_ExpansionRx_Challenge_Methodology_Report
47
+ 46,median3,0.3917 ± 0.0085,0.4824 ± 0.0104,0.7120 ± 0.0181,0.8562 ± 0.0080,0.6926 ± 0.0083,https://docs.google.com/document/d/1TC8rbtKGD0wOh3CmvKCnoz_Lkflniip9-4IgKkBPOY8/edit?usp=sharing
48
+ 47,EGabrielle,0.3957 ± 0.0078,0.4873 ± 0.0109,0.7224 ± 0.0144,0.8655 ± 0.0068,0.6976 ± 0.0076,https://github.com/etiu/Openadmet_competition_v2
49
+ 48,chundu05,0.3967 ± 0.0074,0.4886 ± 0.0110,0.7412 ± 0.0131,0.8533 ± 0.0079,0.6851 ± 0.0083,https://docs.google.com/document/d/1DMiIxDK20FzTZgmBoZsy_FQw0iJGHhZYAhiNAc_SV_Q/edit?tab=t.0#heading=h.s2yx44dt2a2z
50
+ 49,ellieberry,0.3969 ± 0.0076,0.4888 ± 0.0108,0.7313 ± 0.0132,0.8894 ± 0.0061,0.7292 ± 0.0072,https://github.com/etiu/Openadmet_competition_v2
51
+ 50,davidgiganti,0.3973 ± 0.0082,0.4893 ± 0.0103,0.7134 ± 0.0154,0.8605 ± 0.0071,0.6928 ± 0.0078,https://github.com/davidgiganti-ship-it/OpenADMET-ExpansionRx-Challenge
52
+ 51,DMakarov,0.3984 ± 0.0082,0.4906 ± 0.0107,0.7187 ± 0.0143,0.8532 ± 0.0081,0.6869 ± 0.0084,https://github.com/MDMISC/OpenADMET
53
+ 52,KNIMEST,0.4031 ± 0.0082,0.4964 ± 0.0108,0.7076 ± 0.0167,0.8638 ± 0.0070,0.6965 ± 0.0076,https://docs.google.com/document/d/1e0LpSpYW4VM2c9xVnSKykDDpP9lvdUSIsAJ6h1qbt4E/edit?usp=drive_link
54
+ 53,okidoki,0.4050 ± 0.0085,0.4988 ± 0.0115,0.7019 ± 0.0181,0.8490 ± 0.0079,0.6785 ± 0.0083,https://docs.google.com/document/d/1yD6ZppdthvohCvc1fYvUi57Jsxu1XS5nuRYwHEGblp4/edit?tab=t.0
55
+ 54,wikke69,0.4095 ± 0.0088,0.5043 ± 0.0114,0.6837 ± 0.0204,0.8327 ± 0.0093,0.6727 ± 0.0092,https://gist.github.com/dehaenw/1318d2265db7ab2744306a7b26e1c535
56
+ 55,vibdsobeyens,0.4111 ± 0.0085,0.5063 ± 0.0110,0.6972 ± 0.0161,0.8685 ± 0.0071,0.7026 ± 0.0079,https://docs.google.com/document/d/1sdAHKfckhfJBOAnkWTo0iYpFmvKm_nrkSnmymrJgTy0/edit?tab=t.0#heading=h.6pqvt9f1ijp7
57
+ 56,Hydra,0.4122 ± 0.0100,0.5075 ± 0.0131,0.6432 ± 0.0233,0.8391 ± 0.0103,0.6879 ± 0.0096,https://docs.google.com/document/d/1Jbr7aBBScvanrqfzYsnE1m-a3fJxgv_BIcfDQWls6BQ/edit?usp=sharing
58
+ 57,XeonChem,0.4156 ± 0.0084,0.5118 ± 0.0125,0.6709 ± 0.0185,0.8398 ± 0.0086,0.6782 ± 0.0085,https://docs.google.com/document/d/1-N0GW_6HnSx4rYVoyKCGjGUWxcBXyxwWsmi38lueZck/edit?usp=sharing
59
+ 58,interstellar-explorer,0.4158 ± 0.0097,0.5121 ± 0.0127,0.6497 ± 0.0230,0.8332 ± 0.0108,0.6836 ± 0.0098,https://docs.google.com/document/d/1cplc30gDCRcweL39KcN27ANOYPi9sZD_tAtfnMwgoeU/edit?usp=sharing
60
+ 59,lifaen,0.4178 ± 0.0088,0.5145 ± 0.0112,0.6753 ± 0.0190,0.8505 ± 0.0082,0.6837 ± 0.0083,https://docs.google.com/document/d/1ng3NAEPVjCxvTXzGQfE4bCtfqj0Tms-Zkxr3YyfHBZA/edit?usp=sharing
61
+ 60,eq_az,0.4222 ± 0.0092,0.5199 ± 0.0124,0.6738 ± 0.0181,0.8276 ± 0.0099,0.6627 ± 0.0095,https://drive.google.com/drive/folders/1AE9iD5EHYA7Kri1Z1hywNPXMaQl0-4iQ
62
+ 61,combo,0.4222 ± 0.0092,0.5199 ± 0.0124,0.6738 ± 0.0181,0.8276 ± 0.0099,0.6627 ± 0.0095,https://docs.google.com/document/d/1oWa1P6HHcntg8GSvAhLG8e576mYATK3HwOhCsVihWx8/edit?usp=drivesdk
63
+ 62,ZaZdrowie,0.4260 ± 0.0079,0.5247 ± 0.0118,0.7047 ± 0.0147,0.8235 ± 0.0093,0.6522 ± 0.0093,https://gist.github.com/vchupakhinslp/4eac9f483b2b55168ed4f0d10d92455c
64
+ 63,itetko,0.4316 ± 0.0087,0.5315 ± 0.0099,0.6710 ± 0.0164,0.8329 ± 0.0082,0.6579 ± 0.0085,https://docs.google.com/document/d/1wh6lkdgEl7lMLSyxhuMXVd3E4Pqqbo--lPdxb_hoTkM/edit?tab=t.0
65
+ 64,combo,0.4321 ± 0.0102,0.5321 ± 0.0134,0.6192 ± 0.0237,0.8288 ± 0.0100,0.6715 ± 0.0096,https://docs.google.com/document/d/1oWa1P6HHcntg8GSvAhLG8e576mYATK3HwOhCsVihWx8/edit?usp=drivesdk
66
+ 65,madie31,0.4353 ± 0.0094,0.5360 ± 0.0125,0.6476 ± 0.0215,0.8134 ± 0.0101,0.6475 ± 0.0098,https://deu01.safelinks.protection.outlook.com/?url=https%3A%2F%2Fdocs.google.com%2Fdocument%2Fd%2F1bwf4dckzznWy4DbNXrNxB_jbWFAwRAGa%2Fedit%3Fusp%3Ddrive_link%26ouid%3D100007225775794272332%26rtpof%3Dtrue%26sd%3Dtrue&data=05%7C02%7CLaetitia.Breuil%40evotec.com%7C6adc287ff3c74acba6d008de56a9a9f2%7C3047e55219ba4ca2a020799287660985%7C0%7C0%7C639043483862053326%7CUnknown%7CTWFpbGZsb3d8eyJFbXB0eU1hcGkiOnRydWUsIlYiOiIwLjAuMDAwMCIsIlAiOiJXaW4zMiIsIkFOIjoiTWFpbCIsIldUIjoyfQ%3D%3D%7C0%7C%7C%7C&sdata=W%2BY9Rq8RyDV5P2u3sO5%2Bi1CT1Tlwlv5tA0qHU%2BkppM0%3D&reserved=0
67
+ 66,iCsmiles,0.4388 ± 0.0085,0.5403 ± 0.0116,0.6699 ± 0.0155,0.8132 ± 0.0094,0.6390 ± 0.0094,https://huggingface.co/datasets/JustLeonard/ML/blob/main/readmev2.pdf
68
+ 67,riemann,0.4448 ± 0.0086,0.5477 ± 0.0117,0.6658 ± 0.0175,0.8205 ± 0.0085,0.6431 ± 0.0087,https://docs.google.com/document/d/1N_huCHcjGN2OpioMyZBE3Pi5LRhVJoG2t3CFkqIHy50/edit?usp=sharing
69
+ 68,diliadis,0.4468 ± 0.0088,0.5502 ± 0.0106,0.6508 ± 0.0170,0.8113 ± 0.0088,0.6351 ± 0.0089,https://docs.google.com/document/d/1sdAHKfckhfJBOAnkWTo0iYpFmvKm_nrkSnmymrJgTy0/edit?usp=sharing
70
+ 69,pequqa,0.4482 ± 0.0090,0.5519 ± 0.0109,0.6439 ± 0.0152,0.8284 ± 0.0091,0.6579 ± 0.0087,https://docs.google.com/document/d/12ZIbady_SwV9ICSvMWcKBPoGAZxVbn5_f-xpMaK6iJA/edit?usp=sharing
71
+ 70,SystemsCBLab,0.4527 ± 0.0093,0.5575 ± 0.0118,0.6359 ± 0.0206,0.8124 ± 0.0093,0.6370 ± 0.0091,https://github.com/apalania/OpenADMET-ExpansionRx-Challenge/blob/main/MethodologyReport_v2.pdf
72
+ 71,leeherman,0.4539 ± 0.0091,0.5590 ± 0.0115,0.6331 ± 0.0185,0.7977 ± 0.0096,0.6224 ± 0.0094,https://docs.google.com/document/d/1_VPsW3p-zKztMqxTWbBNwhddvkqRS3ZWLmfO04nU9Lw/edit?usp=sharing
73
+ 72,rez3vil,0.4662 ± 0.0097,0.5741 ± 0.0125,0.5966 ± 0.0220,0.7811 ± 0.0109,0.6127 ± 0.0101,https://github.com/rez3vil/OpenADMET-ExpansionRx-Challenge.git
74
+ 73,mkruege,0.4692 ± 0.0085,0.5778 ± 0.0126,0.6443 ± 0.0149,0.8160 ± 0.0086,0.6357 ± 0.0085,https://doi.org/10.17617/3.GIKHJL
75
+ 74,AzizA-A,0.4817 ± 0.0096,0.5931 ± 0.0124,0.5933 ± 0.0205,0.7753 ± 0.0107,0.6000 ± 0.0099,https://github.com/AzizAbusaleh/OpenADMET-Challenge2026/blob/3da375b0f8f801a03873ea69622ebb31d7f907fb/Report.pdf
76
+ 75,wleco22,0.4833 ± 0.0097,0.5952 ± 0.0120,0.5855 ± 0.0205,0.7707 ± 0.0107,0.5952 ± 0.0099,https://docs.google.com/document/d/1wxbX96aE9hxgvmUqbeLkxdDe4sRU1DcBXKB08eLo8G0/edit?usp=sharing
77
+ 76,tiuel,0.4873 ± 0.0095,0.6001 ± 0.0120,0.5897 ± 0.0190,0.7650 ± 0.0108,0.5888 ± 0.0100,https://github.com/etiu/OpenAdmet_competition
78
+ 77,Kalen_UCL,0.4880 ± 0.0092,0.6009 ± 0.0124,0.6038 ± 0.0170,0.7722 ± 0.0102,0.5928 ± 0.0097,https://docs.google.com/document/d/1KYbdAJxJaDNGEy6DhjyhK7jZJM5J8KHEOX3MAB_b6Jc/edit?usp=sharing
79
+ 78,agitter,0.4902 ± 0.0096,0.6037 ± 0.0123,0.5799 ± 0.0199,0.7598 ± 0.0110,0.5837 ± 0.0102,https://github.com/agitter/openadmet-expansionrx-challenge
80
+ 79,KagakuData,0.4934 ± 0.0108,0.6076 ± 0.0138,0.5333 ± 0.0259,0.7814 ± 0.0117,0.6174 ± 0.0104,https://github.com/KagakuAI/QSARcons
81
+ 80,csaba-percept-bio,0.4962 ± 0.0091,0.6110 ± 0.0119,0.5859 ± 0.0169,0.7609 ± 0.0108,0.5828 ± 0.0101,https://docs.google.com/document/d/1dzNWT8oyR0-ja_zT6q7bBMPfMTOH2gByY25Sbd13UOs/
82
+ 81,tomatpercept,0.4962 ± 0.0091,0.6110 ± 0.0119,0.5859 ± 0.0169,0.7609 ± 0.0108,0.5828 ± 0.0101,https://docs.google.com/document/d/1dzNWT8oyR0-ja_zT6q7bBMPfMTOH2gByY25Sbd13UOs/edit?usp=sharing
83
+ 82,3dprint,0.4977 ± 0.0101,0.6128 ± 0.0121,0.5563 ± 0.0212,0.7502 ± 0.0120,0.5784 ± 0.0108,https://tinyurl.com/mnb2csbe
84
+ 83,Apxjmd,0.5024 ± 0.0094,0.6187 ± 0.0131,0.5782 ± 0.0207,0.7727 ± 0.0106,0.5957 ± 0.0098,https://docs.google.com/document/d/1r3o16KmaizQJb67i8G6lsYeIVsjUp3pSsK5u5GPqrBs/edit?usp=sharing
85
+ 84,boltzmann4,0.5077 ± 0.0093,0.6252 ± 0.0119,0.5700 ± 0.0171,0.7665 ± 0.0100,0.5839 ± 0.0094,https://docs.google.com/document/d/1-yiygaQi4SC5-4TdrAo8faxW2CNO7YvJ/edit?usp=sharing&ouid=111440856211122900819&rtpof=true&sd=true
86
+ 85,jonswain,0.5111 ± 0.0104,0.6294 ± 0.0150,0.5352 ± 0.0248,0.7711 ± 0.0108,0.5952 ± 0.0102,https://github.com/jonswain/OpenADMET_ExpansionRx_Blind_Challenge
87
+ 86,rymsnyde,0.5276 ± 0.0099,0.6498 ± 0.0136,0.5329 ± 0.0218,0.7466 ± 0.0114,0.5803 ± 0.0105,https://github.com/rymsnyde/LMC-MO-GPR_for_ADMET
88
+ 87,Harshit494,0.5304 ± 0.0098,0.6531 ± 0.0108,0.5352 ± 0.0183,0.7316 ± 0.0120,0.5563 ± 0.0107,https://github.com/research-al/admet-challenge
89
+ 88,eachanjohnson,0.5425 ± 0.0098,0.6680 ± 0.0133,0.5173 ± 0.0206,0.7258 ± 0.0116,0.5469 ± 0.0102,https://github.com/eachanjohnson/challenge-2601-openadmet
90
+ 89,vibeADMET,0.5482 ± 0.0106,0.6750 ± 0.0145,0.4871 ± 0.0229,0.7053 ± 0.0131,0.5343 ± 0.0114,https://docs.google.com/document/d/e/2PACX-1vT8yCpYslYvCvcrZuZElChg6XVSx6HH1U4wZ0sLlHy6828LwVCBXSU4FTpwYvL8hDr7ReomL5q_PPki/pub
91
+ 90,femisegvn,0.5514 ± 0.0103,0.6791 ± 0.0127,0.4855 ± 0.0211,0.7039 ± 0.0124,0.5283 ± 0.0108,https://github.com/femisegvn/ExpansionRx-OpenADMET-blind-challenge
92
+ 91,Kandagalla,0.5559 ± 0.0106,0.6846 ± 0.0133,0.4575 ± 0.0252,0.7160 ± 0.0134,0.5458 ± 0.0113,https://drive.google.com/file/d/1uJbizC6W-chHjzeq7uaQw42Cv91IsEAk/view?usp=sharing
93
+ 92,latticetower,0.5577 ± 0.0098,0.6868 ± 0.0139,0.5170 ± 0.0186,0.7137 ± 0.0117,0.5329 ± 0.0103,https://github.com/latticetower/chemney
94
+ 93,AIDDLin,0.5753 ± 0.0101,0.7085 ± 0.0154,0.4713 ± 0.0218,0.7002 ± 0.0126,0.5227 ± 0.0110,https://github.com/linshaolong11/CAMF.git
95
+ 94,haleemiliyash,0.6010 ± 0.0114,0.7401 ± 0.0158,0.3836 ± 0.0256,0.6720 ± 0.0141,0.5039 ± 0.0120,https://docs.google.com/document/d/1QKNw_Ev6EVsh2faLWFhflS22xxFrdWwcPvSdwYRMBJ0/edit?usp=sharing
96
+ 95,Discoverybytes,0.6032 ± 0.0105,0.7427 ± 0.0117,0.4135 ± 0.0193,0.6457 ± 0.0135,0.4732 ± 0.0110,https://docs.google.com/document/d/1fNlOGOvF_lrqWz8-MY3oNyXKUSy5_wWmZeukAEUUFf0/edit?usp=drive_link
97
+ 96,metro_mehed,0.6187 ± 0.0103,0.7619 ± 0.0143,0.4119 ± 0.0199,0.6346 ± 0.0140,0.4637 ± 0.0115,https://docs.google.com/document/d/1xseb0nWU162fvvG8jFDoEKX_nx4qEflHMrNmDNSn2Oo/edit?usp=drive_link
98
+ 97,massazahdeh,0.6277 ± 0.0817,0.7732 ± 0.1016,-13.8152 ± 6.7408,0.8210 ± 0.0098,0.6517 ± 0.0094,https://huggingface.co/spaces/openadmet/OpenADMET-ExpansionRx-Challenge
99
+ 98,mtqspr_pcamor,0.6397 ± 0.0134,0.7878 ± 0.0192,0.2684 ± 0.0437,0.7547 ± 0.0132,0.5900 ± 0.0115,https://docs.google.com/document/d/1knr4cDWE-Tn0ZmcTqSCfADTN2d6BIQqsnfaN6URv9Nk/edit?usp=sharing
100
+ 99,sudhir2016,0.6784 ± 0.0114,0.8355 ± 0.0177,0.2914 ± 0.0275,0.6193 ± 0.0138,0.4506 ± 0.0112,https://gist.github.com/sudhir2016/e6a488fe6a856dfc3d8b6734b612a6a5
101
+ 100,redjay,0.8263 ± 0.0140,1.0174 ± 0.0047,-0.0402 ± 0.0085,0.1921 ± 0.0213,0.1305 ± 0.0146,https://docs.google.com/document/d/1QHhGtEriIm0jGCY5NdTxCxkS6xkUMPakCwgePgGcCj8/edit?tab=t.0
102
+ 101,little-WM-atw-2,0.9045 ± 0.0145,1.1137 ± 0.0144,-0.1913 ± 0.0270,0.1237 ± 0.0209,0.0843 ± 0.0142,https://github.com/azminewasi/OpenADMET_ExpansionRx
103
+ 102,Sean-Wong,1.6261 ± 0.0168,2.0027 ± 0.0396,-2.0990 ± 0.1011,0.8341 ± 0.0088,0.6658 ± 0.0088,https://github.com/Wang-Lin-boop/Ouroboros
104
+ 103,boltzmann_xgb,2.0316 ± 0.0149,2.5022 ± 0.0480,-3.3157 ± 0.1459,0.6983 ± 0.0131,0.5249 ± 0.0111,https://docs.google.com/document/d/1RFuSB9CzAwwysvgjP2Bo0RXWbIUZsKF-/edit?usp=sharing&ouid=111440856211122900819&rtpof=true&sd=true
105
+ 104,Srajall,2.1396 ± 0.0197,2.6351 ± 0.0529,-4.1171 ± 0.1717,0.1397 ± 0.0200,0.1018 ± 0.0145,https://github.com/srajalcodes/ADMET-Challenge-Report-Methodology/blob/main/README.md
all_leaderboards/leaderboard_MBPB_results.csv ADDED
@@ -0,0 +1,105 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ final rank,user,MAE_display,RAE_display,R2_display,Spearman R_display,Kendall's Tau_display,model details
2
+ 1,pebble,0.1097 ± 0.0058,0.3129 ± 0.0173,0.8290 ± 0.0269,0.9110 ± 0.0155,0.7657 ± 0.0158,https://docs.google.com/document/d/11YF4Izk_XffIvXf1LahnTICKf8rbdv9mcYl42-7yt8A/edit?usp=sharing
3
+ 2,moka,0.1154 ± 0.0055,0.3293 ± 0.0161,0.8298 ± 0.0259,0.9135 ± 0.0153,0.7615 ± 0.0141,https://github.com/dahvida/openadmet-expansionrx-blind-challenge-moka
4
+ 3,arabica,0.1235 ± 0.0061,0.3525 ± 0.0186,0.7975 ± 0.0280,0.8902 ± 0.0160,0.7301 ± 0.0158,https://github.com/Ngoson2004/OpenADMET-ExpansionRX-Challenge.git
5
+ 4,temal,0.1247 ± 0.0060,0.3557 ± 0.0181,0.7993 ± 0.0237,0.8930 ± 0.0138,0.7312 ± 0.0157,https://docs.google.com/document/d/1IqyTGGB2FLgYpptyst0XdTmZCHMETdX3/edit?usp=sharing&ouid=109801295390196144877&rtpof=true&sd=true
6
+ 5,HybridADMET,0.1270 ± 0.0061,0.3622 ± 0.0180,0.7928 ± 0.0246,0.8878 ± 0.0146,0.7254 ± 0.0162,https://docs.google.com/document/d/1WD2EVaud7UFCZk5qOZ1_sV_UcGgjlQXkSivTRppDq9Q/edit?usp=sharing
7
+ 6,overfit,0.1274 ± 0.0059,0.3637 ± 0.0185,0.8008 ± 0.0245,0.8976 ± 0.0137,0.7334 ± 0.0155,https://docs.google.com/document/d/16QIFGZRlQbZGRnP7PKODNLCRiq029fDoMiEiVFF03hE/edit?usp=sharing
8
+ 7,shin-chan,0.1275 ± 0.0060,0.3637 ± 0.0188,0.7993 ± 0.0262,0.8856 ± 0.0150,0.7140 ± 0.0156,https://docs.google.com/document/d/1A6sRjezd7GSeLatF7VTE9NeFhmA4rSzmgTvZTL1_Nh4/edit?usp=sharing
9
+ 8,liberica,0.1275 ± 0.0060,0.3639 ± 0.0187,0.7930 ± 0.0257,0.8918 ± 0.0142,0.7293 ± 0.0155,https://github.com/Ngoson2004/OpenADMET-ExpansionRX-Challenge.git
10
+ 9,beardy-polonium,0.1286 ± 0.0061,0.3669 ± 0.0185,0.7886 ± 0.0249,0.8888 ± 0.0148,0.7289 ± 0.0161,https://drive.google.com/file/d/163hHzi_YIoM26sEFSTQ3Wo-2MzInuHeM/view?usp=drive_link
11
+ 10,robusta,0.1291 ± 0.0063,0.3683 ± 0.0183,0.7775 ± 0.0279,0.8873 ± 0.0167,0.7314 ± 0.0168,https://github.com/Ngoson2004/OpenADMET-ExpansionRX-Challenge.git
12
+ 11,Artichoke,0.1299 ± 0.0059,0.3706 ± 0.0170,0.7929 ± 0.0218,0.8935 ± 0.0132,0.7258 ± 0.0148,https://docs.google.com/document/d/1Mbw0uKDZsQ8QAnQO5uBAdS8x3Z-UTfMhP1fqx2pqTD8/edit?usp=sharing
13
+ 12,echo,0.1299 ± 0.0060,0.3707 ± 0.0181,0.7852 ± 0.0241,0.8904 ± 0.0142,0.7298 ± 0.0159,https://docs.google.com/document/d/1nUIr9-EZc401HPdzErG6YnzW3BVy7I2CHUXqaIELLaY/edit?usp=sharing
14
+ 13,Proper,0.1310 ± 0.0062,0.3736 ± 0.0179,0.7846 ± 0.0252,0.8870 ± 0.0155,0.7261 ± 0.0164,https://docs.google.com/document/d/103DSkl24b98QG8McQmDVck-3n66LbIPml6r8ND_NldM/edit?usp=sharing
15
+ 14,yanyn,0.1326 ± 0.0061,0.3783 ± 0.0177,0.7802 ± 0.0241,0.8895 ± 0.0145,0.7286 ± 0.0159,https://github.com/yan-notes/openadmet_submit_yan
16
+ 15,campfire-capillary,0.1326 ± 0.0062,0.3785 ± 0.0196,0.7749 ± 0.0256,0.8787 ± 0.0152,0.7142 ± 0.0165,https://github.com/campfire-capillary/OpenADMETExpansionRx/blob/main/README.md
17
+ 16,c-test,0.1331 ± 0.0062,0.3798 ± 0.0178,0.7779 ± 0.0243,0.8895 ± 0.0145,0.7287 ± 0.0159,https://docs.google.com/document/d/1-JpjWNB5aB2ShLqFGz7Yhf7g-lrMqXV3PHoufH3tho8/edit?tab=t.0
18
+ 17,interstellar-explorer,0.1337 ± 0.0063,0.3817 ± 0.0203,0.7674 ± 0.0266,0.8798 ± 0.0146,0.7147 ± 0.0164,https://docs.google.com/document/d/1cplc30gDCRcweL39KcN27ANOYPi9sZD_tAtfnMwgoeU/edit?usp=sharing
19
+ 18,tibo,0.1343 ± 0.0063,0.3830 ± 0.0182,0.7748 ± 0.0263,0.8860 ± 0.0166,0.7269 ± 0.0167,https://github.com/Tibogoss/OpenADMET-ExpansionRx/blob/main/README.md
20
+ 19,rced_nvx,0.1346 ± 0.0063,0.3841 ± 0.0178,0.7768 ± 0.0256,0.8894 ± 0.0164,0.7315 ± 0.0164,https://github.com/cedenoruel/OpenADMET-ExpansionRx-Blind-Challenge/blob/main/README.md
21
+ 20,Hydra,0.1347 ± 0.0062,0.3844 ± 0.0198,0.7706 ± 0.0259,0.8815 ± 0.0142,0.7153 ± 0.0161,https://docs.google.com/document/d/1Jbr7aBBScvanrqfzYsnE1m-a3fJxgv_BIcfDQWls6BQ/edit?usp=sharing
22
+ 21,chiliflake,0.1367 ± 0.0058,0.3900 ± 0.0168,0.7832 ± 0.0213,0.8852 ± 0.0126,0.7106 ± 0.0148,https://docs.google.com/document/d/e/2PACX-1vR3i2EDTBjTZRKv2EIU0HJeCZRVPHpRk4LQ_LKuexDPphwveWyVCLWNZECGrW7KXPL9ZqdGNApNWh37/pub
23
+ 22,Ensem,0.1369 ± 0.0063,0.3905 ± 0.0189,0.7682 ± 0.0245,0.8888 ± 0.0142,0.7260 ± 0.0158,https://docs.google.com/document/d/1BUZ010oL0_fNPmp3Iw28NYi-wkSMz5E8b_RHuQ_dp_0/edit?tab=t.0
24
+ 23,Na123,0.1369 ± 0.0063,0.3905 ± 0.0189,0.7682 ± 0.0245,0.8888 ± 0.0142,0.7260 ± 0.0158,https://docs.google.com/document/d/1BUZ010oL0_fNPmp3Iw28NYi-wkSMz5E8b_RHuQ_dp_0/edit?usp=sharing
25
+ 24,kermt-t,0.1369 ± 0.0065,0.3906 ± 0.0187,0.7628 ± 0.0263,0.8812 ± 0.0158,0.7174 ± 0.0166,https://docs.google.com/document/d/1EZ99fCvqHSbhJxk2tqUKNOcVmi-iDENwvK1zuVqGLpc/edit?usp=sharing
26
+ 25,mechaman,0.1371 ± 0.0066,0.3911 ± 0.0206,0.7507 ± 0.0266,0.8665 ± 0.0148,0.6945 ± 0.0165,https://docs.google.com/document/d/1AKNCdPrxqh9QTG1RwOPitm7AUvUHLNl341EzFl9t4o8/edit?usp=sharing
27
+ 26,nrosa1,0.1389 ± 0.0066,0.3962 ± 0.0185,0.7561 ± 0.0300,0.8930 ± 0.0172,0.7415 ± 0.0165,https://github.com/nrosa/openadmet-erx-challenge/blob/main/model_report.md
28
+ 27,UncertainTea,0.1415 ± 0.0065,0.4038 ± 0.0185,0.7585 ± 0.0265,0.8826 ± 0.0171,0.7204 ± 0.0170,https://github.com/un-certain-tea/OpenADMET-ExpansionRx-Challenge
29
+ 28,briford,0.1420 ± 0.0070,0.4052 ± 0.0204,0.7331 ± 0.0307,0.8737 ± 0.0176,0.7141 ± 0.0177,https://github.com/SuperCowPowers/workbench/tree/main/open_admet
30
+ 29,Gashaw,0.1436 ± 0.0068,0.4096 ± 0.0199,0.7329 ± 0.0310,0.8568 ± 0.0196,0.6945 ± 0.0189,https://docs.google.com/document/d/1-CgaIBOqN_156l_J2Ujx0tDy7OOq60k1YD0RJTqkG80/edit?usp=sharing
31
+ 30,madie31,0.1443 ± 0.0067,0.4117 ± 0.0219,0.7454 ± 0.0300,0.8599 ± 0.0169,0.6830 ± 0.0174,https://deu01.safelinks.protection.outlook.com/?url=https%3A%2F%2Fdocs.google.com%2Fdocument%2Fd%2F1bwf4dckzznWy4DbNXrNxB_jbWFAwRAGa%2Fedit%3Fusp%3Ddrive_link%26ouid%3D100007225775794272332%26rtpof%3Dtrue%26sd%3Dtrue&data=05%7C02%7CLaetitia.Breuil%40evotec.com%7C6adc287ff3c74acba6d008de56a9a9f2%7C3047e55219ba4ca2a020799287660985%7C0%7C0%7C639043483862053326%7CUnknown%7CTWFpbGZsb3d8eyJFbXB0eU1hcGkiOnRydWUsIlYiOiIwLjAuMDAwMCIsIlAiOiJXaW4zMiIsIkFOIjoiTWFpbCIsIldUIjoyfQ%3D%3D%7C0%7C%7C%7C&sdata=W%2BY9Rq8RyDV5P2u3sO5%2Bi1CT1Tlwlv5tA0qHU%2BkppM0%3D&reserved=0
32
+ 31,combo,0.1443 ± 0.0067,0.4117 ± 0.0219,0.7454 ± 0.0300,0.8599 ± 0.0169,0.6830 ± 0.0174,https://docs.google.com/document/d/1oWa1P6HHcntg8GSvAhLG8e576mYATK3HwOhCsVihWx8/edit?usp=drivesdk
33
+ 32,Universal15,0.1444 ± 0.0077,0.4121 ± 0.0231,0.6996 ± 0.0377,0.8420 ± 0.0210,0.6804 ± 0.0199,https://docs.google.com/document/d/1RQTj1BBOKmtHgXschFUa_ZUdz1a0juRI0eXwnnLkPZE/edit?usp=sharing
34
+ 33,JacksonBurns,0.1458 ± 0.0066,0.4161 ± 0.0195,0.7413 ± 0.0250,0.8646 ± 0.0150,0.6904 ± 0.0167,https://github.com/JacksonBurns/openadmet_expansionrx/tree/f8efff6e739555337043574af3657cbe7af3e478
35
+ 34,vaishnavi53,0.1463 ± 0.0076,0.4174 ± 0.0222,0.7120 ± 0.0356,0.8509 ± 0.0207,0.6871 ± 0.0195,https://docs.google.com/document/d/1LGw0CJGVm1hCqLDEkIms7YXPMnHH3LADeEmcWn5xwtI/edit?usp=sharing
36
+ 35,Shorku,0.1465 ± 0.0066,0.4178 ± 0.0186,0.7442 ± 0.0266,0.8790 ± 0.0161,0.7142 ± 0.0166,https://github.com/Shorku/OpenADMET_ExpansionRx_Blind_Challenge
37
+ 36,Mlzzzzz,0.1473 ± 0.0068,0.4203 ± 0.0202,0.7237 ± 0.0279,0.8501 ± 0.0177,0.6757 ± 0.0178,https://docs.google.com/document/d/1NsDLCBnDzkOVd4bWe7iVAiZ3y-4PUTF3DdlDlJy7j3o/edit?tab=t.0
38
+ 37,chundu05,0.1478 ± 0.0065,0.4216 ± 0.0212,0.7419 ± 0.0313,0.8635 ± 0.0180,0.6904 ± 0.0170,https://docs.google.com/document/d/1DMiIxDK20FzTZgmBoZsy_FQw0iJGHhZYAhiNAc_SV_Q/edit?tab=t.0#heading=h.s2yx44dt2a2z
39
+ 38,median3,0.1481 ± 0.0067,0.4226 ± 0.0203,0.7352 ± 0.0259,0.8546 ± 0.0159,0.6746 ± 0.0172,https://docs.google.com/document/d/1TC8rbtKGD0wOh3CmvKCnoz_Lkflniip9-4IgKkBPOY8/edit?usp=sharing
40
+ 39,wikke69,0.1484 ± 0.0068,0.4235 ± 0.0198,0.7328 ± 0.0284,0.8688 ± 0.0180,0.7008 ± 0.0177,https://gist.github.com/dehaenw/1318d2265db7ab2744306a7b26e1c535
41
+ 40,rappleton,0.1491 ± 0.0065,0.4254 ± 0.0176,0.7390 ± 0.0253,0.8796 ± 0.0165,0.7175 ± 0.0169,https://github.com/R-applet/ADMET_Challenge_2025/tree/main
42
+ 41,combo,0.1494 ± 0.0066,0.4263 ± 0.0189,0.7374 ± 0.0232,0.8704 ± 0.0150,0.6975 ± 0.0166,https://docs.google.com/document/d/1oWa1P6HHcntg8GSvAhLG8e576mYATK3HwOhCsVihWx8/edit?usp=drivesdk
43
+ 42,lifaen,0.1515 ± 0.0067,0.4323 ± 0.0204,0.7243 ± 0.0270,0.8575 ± 0.0158,0.6818 ± 0.0170,https://docs.google.com/document/d/1ng3NAEPVjCxvTXzGQfE4bCtfqj0Tms-Zkxr3YyfHBZA/edit?usp=sharing
44
+ 43,beetroot,0.1518 ± 0.0076,0.4330 ± 0.0231,0.6880 ± 0.0336,0.8321 ± 0.0196,0.6610 ± 0.0195,https://docs.google.com/document/d/e/2PACX-1vTcBMF2uEAu1POdvZKpA0fHCtvk1JlsolEZQgFZeOxzctH1jILjzsI2uZJL2uL9EZCwdyQ2MsQIJBfy/pub
45
+ 44,crh201,0.1518 ± 0.0076,0.4330 ± 0.0231,0.6880 ± 0.0336,0.8321 ± 0.0196,0.6610 ± 0.0195,https://docs.google.com/document/d/1bMJvlXRRXZ6S-ZnoGmGkYXiIbZNwiDCp23j-Oq3pOJ0/edit?tab=t.0#heading=h.bjzyy4l1sb7l
46
+ 45,leeherman,0.1551 ± 0.0077,0.4426 ± 0.0229,0.6900 ± 0.0331,0.8311 ± 0.0207,0.6586 ± 0.0201,https://docs.google.com/document/d/1_VPsW3p-zKztMqxTWbBNwhddvkqRS3ZWLmfO04nU9Lw/edit?usp=sharing
47
+ 46,aglisman,0.1565 ± 0.0071,0.4464 ± 0.0219,0.7003 ± 0.0301,0.8719 ± 0.0172,0.7052 ± 0.0170,https://github.com/alec-glisman/OpenADMET-ExpansionRx-Blind-Challenge/blob/main/MODEL_CARD.md
48
+ 47,jeremy,0.1579 ± 0.0074,0.4506 ± 0.0229,0.6829 ± 0.0326,0.8304 ± 0.0200,0.6573 ± 0.0199,https://github.com/jeremycheminf/openadmet_scripts/tree/main
49
+ 48,rez3vil,0.1591 ± 0.0075,0.4540 ± 0.0231,0.6902 ± 0.0299,0.8218 ± 0.0189,0.6425 ± 0.0199,https://github.com/rez3vil/OpenADMET-ExpansionRx-Challenge.git
50
+ 49,DMakarov,0.1595 ± 0.0079,0.4551 ± 0.0237,0.6540 ± 0.0380,0.8152 ± 0.0217,0.6478 ± 0.0212,https://github.com/MDMISC/OpenADMET
51
+ 50,okidoki,0.1597 ± 0.0071,0.4558 ± 0.0218,0.7009 ± 0.0285,0.8724 ± 0.0148,0.6987 ± 0.0163,https://docs.google.com/document/d/1yD6ZppdthvohCvc1fYvUi57Jsxu1XS5nuRYwHEGblp4/edit?tab=t.0
52
+ 51,tmp1234,0.1614 ± 0.0069,0.4606 ± 0.0210,0.7004 ± 0.0301,0.8449 ± 0.0189,0.6709 ± 0.0186,https://docs.google.com/document/d/e/2PACX-1vQ1OAnGO4ZvVFwiiSUmFvaBfk8Hjetun_yDboslS6-p0GglV3vAgV1gZ1fJT0g1PtRlXcuS50kodogE/pub
53
+ 52,vibdsobeyens,0.1623 ± 0.0078,0.4632 ± 0.0255,0.6550 ± 0.0352,0.8201 ± 0.0199,0.6445 ± 0.0196,https://docs.google.com/document/d/1sdAHKfckhfJBOAnkWTo0iYpFmvKm_nrkSnmymrJgTy0/edit?tab=t.0#heading=h.6pqvt9f1ijp7
54
+ 53,riemann,0.1626 ± 0.0066,0.4640 ± 0.0207,0.7044 ± 0.0310,0.8464 ± 0.0184,0.6628 ± 0.0170,https://docs.google.com/document/d/1N_huCHcjGN2OpioMyZBE3Pi5LRhVJoG2t3CFkqIHy50/edit?usp=sharing
55
+ 54,ZaZdrowie,0.1627 ± 0.0068,0.4642 ± 0.0206,0.7010 ± 0.0272,0.8359 ± 0.0176,0.6508 ± 0.0182,https://gist.github.com/vchupakhinslp/4eac9f483b2b55168ed4f0d10d92455c
56
+ 55,Q_Accel,0.1639 ± 0.0071,0.4678 ± 0.0242,0.6882 ± 0.0336,0.8493 ± 0.0166,0.6710 ± 0.0175,https://docs.google.com/document/d/1f5yJKuEwGoVsXdp3lB_lnuruEi86-M7SNyhrRkBRbDs/edit?usp=sharing
57
+ 56,martin,0.1684 ± 0.0084,0.4805 ± 0.0263,0.6190 ± 0.0403,0.7937 ± 0.0227,0.6227 ± 0.0215,https://docs.google.com/document/d/1bMJvlXRRXZ6S-ZnoGmGkYXiIbZNwiDCp23j-Oq3pOJ0/edit?tab=t.0#heading=h.bjzyy4l1sb7l
58
+ 57,tespharma,0.1693 ± 0.0079,0.4832 ± 0.0239,0.6434 ± 0.0389,0.8273 ± 0.0223,0.6500 ± 0.0197,https://docs.google.com/document/d/1ydaJf4kJOlfVOoYlXTEU0JNrINWhEwfM0NSPXJU-FtU/edit?usp=sharing
59
+ 58,theZone,0.1696 ± 0.0074,0.4838 ± 0.0223,0.6598 ± 0.0351,0.8627 ± 0.0194,0.6966 ± 0.0177,https://drive.google.com/file/d/12OcLMCjM2S1Wz8yuLXZ3on_xwxGMyg3x/view?usp=drive_link
60
+ 59,diliadis,0.1703 ± 0.0070,0.4857 ± 0.0193,0.6856 ± 0.0252,0.8573 ± 0.0166,0.6818 ± 0.0177,https://docs.google.com/document/d/1sdAHKfckhfJBOAnkWTo0iYpFmvKm_nrkSnmymrJgTy0/edit?usp=sharing
61
+ 60,WakuwakuADMET,0.1722 ± 0.0082,0.4913 ± 0.0259,0.6396 ± 0.0408,0.8332 ± 0.0210,0.6564 ± 0.0194,https://huggingface.co/WakuwakuADMET/OpenADMET_ExpansionRx_Challenge_Methodology_Report
62
+ 61,molairity,0.1738 ± 0.0069,0.4960 ± 0.0207,0.6721 ± 0.0257,0.8527 ± 0.0157,0.6680 ± 0.0169,https://docs.google.com/document/d/1gszarZfGCUkn6ZyPhTazd0C3fyjuM3d2vcYY5EW7Lxw/edit?usp=sharing
63
+ 62,AzizA-A,0.1748 ± 0.0074,0.4987 ± 0.0205,0.6597 ± 0.0270,0.8269 ± 0.0187,0.6468 ± 0.0189,https://github.com/AzizAbusaleh/OpenADMET-Challenge2026/blob/3da375b0f8f801a03873ea69622ebb31d7f907fb/Report.pdf
64
+ 63,wleco22,0.1772 ± 0.0077,0.5055 ± 0.0247,0.6433 ± 0.0323,0.7980 ± 0.0214,0.6147 ± 0.0207,https://docs.google.com/document/d/1wxbX96aE9hxgvmUqbeLkxdDe4sRU1DcBXKB08eLo8G0/edit?usp=sharing
65
+ 64,3dprint,0.1846 ± 0.0080,0.5268 ± 0.0241,0.6158 ± 0.0345,0.7835 ± 0.0227,0.5990 ± 0.0215,https://tinyurl.com/mnb2csbe
66
+ 65,agitter,0.1854 ± 0.0082,0.5290 ± 0.0223,0.6026 ± 0.0320,0.8228 ± 0.0200,0.6459 ± 0.0202,https://github.com/agitter/openadmet-expansionrx-challenge
67
+ 66,KNIMEST,0.1876 ± 0.0082,0.5352 ± 0.0256,0.5741 ± 0.0418,0.7968 ± 0.0206,0.6115 ± 0.0193,https://docs.google.com/document/d/1e0LpSpYW4VM2c9xVnSKykDDpP9lvdUSIsAJ6h1qbt4E/edit?usp=drive_link
68
+ 67,KagakuData,0.1886 ± 0.0082,0.5381 ± 0.0223,0.5984 ± 0.0323,0.7873 ± 0.0237,0.6098 ± 0.0220,https://github.com/KagakuAI/QSARcons
69
+ 68,pequqa,0.1926 ± 0.0081,0.5496 ± 0.0257,0.5832 ± 0.0374,0.8084 ± 0.0213,0.6218 ± 0.0198,https://docs.google.com/document/d/12ZIbady_SwV9ICSvMWcKBPoGAZxVbn5_f-xpMaK6iJA/edit?usp=sharing
70
+ 69,itetko,0.1948 ± 0.0076,0.5557 ± 0.0226,0.5958 ± 0.0300,0.8388 ± 0.0162,0.6505 ± 0.0174,https://docs.google.com/document/d/1wh6lkdgEl7lMLSyxhuMXVd3E4Pqqbo--lPdxb_hoTkM/edit?tab=t.0
71
+ 70,ellieberry,0.1950 ± 0.0077,0.5562 ± 0.0218,0.6024 ± 0.0291,0.8023 ± 0.0212,0.6214 ± 0.0205,https://github.com/etiu/Openadmet_competition_v2
72
+ 71,femisegvn,0.1950 ± 0.0079,0.5563 ± 0.0231,0.5923 ± 0.0311,0.7989 ± 0.0214,0.6165 ± 0.0204,https://github.com/femisegvn/ExpansionRx-OpenADMET-blind-challenge
73
+ 72,iCsmiles,0.1987 ± 0.0079,0.5669 ± 0.0229,0.5927 ± 0.0325,0.7891 ± 0.0211,0.5966 ± 0.0194,https://huggingface.co/datasets/JustLeonard/ML/blob/main/readmev2.pdf
74
+ 73,tiuel,0.2019 ± 0.0082,0.5760 ± 0.0233,0.5613 ± 0.0333,0.7973 ± 0.0234,0.6210 ± 0.0212,https://github.com/etiu/OpenAdmet_competition
75
+ 74,AIDDLin,0.2025 ± 0.0078,0.5777 ± 0.0239,0.5780 ± 0.0331,0.7761 ± 0.0224,0.5883 ± 0.0203,https://github.com/linshaolong11/CAMF.git
76
+ 75,vibeADMET,0.2045 ± 0.0082,0.5835 ± 0.0240,0.5542 ± 0.0327,0.7891 ± 0.0219,0.6054 ± 0.0210,https://docs.google.com/document/d/e/2PACX-1vT8yCpYslYvCvcrZuZElChg6XVSx6HH1U4wZ0sLlHy6828LwVCBXSU4FTpwYvL8hDr7ReomL5q_PPki/pub
77
+ 76,jonswain,0.2047 ± 0.0080,0.5839 ± 0.0243,0.5511 ± 0.0348,0.7625 ± 0.0235,0.5748 ± 0.0209,https://github.com/jonswain/OpenADMET_ExpansionRx_Blind_Challenge
78
+ 77,massazahdeh,0.2064 ± 0.0083,0.5888 ± 0.0246,0.5426 ± 0.0344,0.8373 ± 0.0175,0.6547 ± 0.0185,https://huggingface.co/spaces/openadmet/OpenADMET-ExpansionRx-Challenge
79
+ 78,Kalen_UCL,0.2093 ± 0.0085,0.5973 ± 0.0258,0.5316 ± 0.0364,0.8068 ± 0.0221,0.6295 ± 0.0210,https://docs.google.com/document/d/1KYbdAJxJaDNGEy6DhjyhK7jZJM5J8KHEOX3MAB_b6Jc/edit?usp=sharing
80
+ 79,davidgiganti,0.2120 ± 0.0081,0.6049 ± 0.0245,0.5447 ± 0.0323,0.7803 ± 0.0199,0.5867 ± 0.0193,https://github.com/davidgiganti-ship-it/OpenADMET-ExpansionRx-Challenge
81
+ 80,Apxjmd,0.2129 ± 0.0088,0.6074 ± 0.0283,0.4865 ± 0.0425,0.7252 ± 0.0242,0.5361 ± 0.0212,https://docs.google.com/document/d/1r3o16KmaizQJb67i8G6lsYeIVsjUp3pSsK5u5GPqrBs/edit?usp=sharing
82
+ 81,EGabrielle,0.2136 ± 0.0082,0.6092 ± 0.0223,0.5359 ± 0.0303,0.7753 ± 0.0238,0.5925 ± 0.0217,https://github.com/etiu/Openadmet_competition_v2
83
+ 82,eq_az,0.2136 ± 0.0071,0.6094 ± 0.0208,0.5807 ± 0.0267,0.8105 ± 0.0184,0.6171 ± 0.0187,https://drive.google.com/drive/folders/1AE9iD5EHYA7Kri1Z1hywNPXMaQl0-4iQ
84
+ 83,pykel,0.2162 ± 0.0084,0.6169 ± 0.0275,0.5062 ± 0.0383,0.7272 ± 0.0266,0.5509 ± 0.0240,https://docs.google.com/document/d/e/2PACX-1vSu7dHC9-lGeMKyqHaiiPM3Ji_Mb-eLKKtOd453WzbMSH9bT2Bbct4e1TJ6a0kfquMTwK1V-JirxJDi/pub
85
+ 84,boltzmann4,0.2176 ± 0.0083,0.6206 ± 0.0236,0.5191 ± 0.0323,0.7745 ± 0.0232,0.5894 ± 0.0214,https://docs.google.com/document/d/1-yiygaQi4SC5-4TdrAo8faxW2CNO7YvJ/edit?usp=sharing&ouid=111440856211122900819&rtpof=true&sd=true
86
+ 85,Harshit494,0.2180 ± 0.0086,0.6220 ± 0.0238,0.5051 ± 0.0335,0.7686 ± 0.0227,0.5821 ± 0.0211,https://github.com/research-al/admet-challenge
87
+ 86,csaba-percept-bio,0.2222 ± 0.0088,0.6338 ± 0.0240,0.4757 ± 0.0348,0.7345 ± 0.0246,0.5453 ± 0.0225,https://docs.google.com/document/d/1dzNWT8oyR0-ja_zT6q7bBMPfMTOH2gByY25Sbd13UOs/
88
+ 87,tomatpercept,0.2222 ± 0.0088,0.6338 ± 0.0240,0.4757 ± 0.0348,0.7345 ± 0.0246,0.5453 ± 0.0225,https://docs.google.com/document/d/1dzNWT8oyR0-ja_zT6q7bBMPfMTOH2gByY25Sbd13UOs/edit?usp=sharing
89
+ 88,Srajall,0.2223 ± 0.0088,0.6344 ± 0.0269,0.4751 ± 0.0411,0.7725 ± 0.0224,0.5861 ± 0.0208,https://github.com/srajalcodes/ADMET-Challenge-Report-Methodology/blob/main/README.md
90
+ 89,Discoverybytes,0.2271 ± 0.0091,0.6479 ± 0.0254,0.4395 ± 0.0389,0.7130 ± 0.0257,0.5218 ± 0.0225,https://docs.google.com/document/d/1fNlOGOvF_lrqWz8-MY3oNyXKUSy5_wWmZeukAEUUFf0/edit?usp=drive_link
91
+ 90,Kandagalla,0.2308 ± 0.0087,0.6585 ± 0.0248,0.4617 ± 0.0371,0.6481 ± 0.0314,0.4734 ± 0.0260,https://drive.google.com/file/d/1uJbizC6W-chHjzeq7uaQw42Cv91IsEAk/view?usp=sharing
92
+ 91,SystemsCBLab,0.2333 ± 0.0085,0.6654 ± 0.0230,0.4528 ± 0.0346,0.7288 ± 0.0252,0.5412 ± 0.0229,https://github.com/apalania/OpenADMET-ExpansionRx-Challenge/blob/main/MethodologyReport_v2.pdf
93
+ 92,rymsnyde,0.2422 ± 0.0096,0.6912 ± 0.0304,0.3626 ± 0.0482,0.7207 ± 0.0241,0.5245 ± 0.0214,https://github.com/rymsnyde/LMC-MO-GPR_for_ADMET
94
+ 93,mtqspr_pcamor,0.2530 ± 0.0086,0.7220 ± 0.0309,0.3680 ± 0.0448,0.8160 ± 0.0188,0.6306 ± 0.0186,https://docs.google.com/document/d/1knr4cDWE-Tn0ZmcTqSCfADTN2d6BIQqsnfaN6URv9Nk/edit?usp=sharing
95
+ 94,sudhir2016,0.2539 ± 0.0092,0.7243 ± 0.0291,0.3480 ± 0.0497,0.6910 ± 0.0247,0.4929 ± 0.0214,https://gist.github.com/sudhir2016/e6a488fe6a856dfc3d8b6734b612a6a5
96
+ 95,metro_mehed,0.2644 ± 0.0090,0.7544 ± 0.0274,0.3470 ± 0.0390,0.6512 ± 0.0278,0.4639 ± 0.0229,https://docs.google.com/document/d/1xseb0nWU162fvvG8jFDoEKX_nx4qEflHMrNmDNSn2Oo/edit?usp=drive_link
97
+ 96,haleemiliyash,0.2668 ± 0.0095,0.7611 ± 0.0276,0.3174 ± 0.0417,0.5746 ± 0.0343,0.4054 ± 0.0266,https://docs.google.com/document/d/1QKNw_Ev6EVsh2faLWFhflS22xxFrdWwcPvSdwYRMBJ0/edit?usp=sharing
98
+ 97,XeonChem,0.2752 ± 0.0106,0.7852 ± 0.0322,0.2144 ± 0.0515,0.7406 ± 0.0257,0.5558 ± 0.0231,https://docs.google.com/document/d/1-N0GW_6HnSx4rYVoyKCGjGUWxcBXyxwWsmi38lueZck/edit?usp=sharing
99
+ 98,eachanjohnson,0.2757 ± 0.0091,0.7865 ± 0.0251,0.2815 ± 0.0405,0.6376 ± 0.0282,0.4515 ± 0.0229,https://github.com/eachanjohnson/challenge-2601-openadmet
100
+ 99,mkruege,0.2883 ± 0.0101,0.8226 ± 0.0335,0.1880 ± 0.0514,0.7101 ± 0.0254,0.5165 ± 0.0213,https://doi.org/10.17617/3.GIKHJL
101
+ 100,latticetower,0.2917 ± 0.0108,0.8321 ± 0.0312,0.1559 ± 0.0636,0.5573 ± 0.0329,0.3869 ± 0.0248,https://github.com/latticetower/chemney
102
+ 101,redjay,0.3546 ± 0.0114,1.0114 ± 0.0248,-0.1174 ± 0.0457,0.3314 ± 0.0489,0.2304 ± 0.0354,https://docs.google.com/document/d/1QHhGtEriIm0jGCY5NdTxCxkS6xkUMPakCwgePgGcCj8/edit?tab=t.0
103
+ 102,boltzmann_xgb,0.4544 ± 0.0139,1.2965 ± 0.0481,-0.8377 ± 0.1032,0.6443 ± 0.0312,0.4696 ± 0.0260,https://docs.google.com/document/d/1RFuSB9CzAwwysvgjP2Bo0RXWbIUZsKF-/edit?usp=sharing&ouid=111440856211122900819&rtpof=true&sd=true
104
+ 103,Sean-Wong,0.6722 ± 0.0178,1.9183 ± 0.0707,-2.7041 ± 0.1931,0.7677 ± 0.0220,0.5791 ± 0.0204,https://github.com/Wang-Lin-boop/Ouroboros
105
+ 104,little-WM-atw-2,0.6769 ± 0.0184,1.9318 ± 0.0734,-2.8095 ± 0.1964,0.1763 ± 0.0481,0.1199 ± 0.0327,https://github.com/azminewasi/OpenADMET_ExpansionRx
all_leaderboards/leaderboard_MGMB_results.csv ADDED
@@ -0,0 +1,105 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ final rank,user,MAE_display,RAE_display,R2_display,Spearman R_display,Kendall's Tau_display,model details
2
+ 1,shin-chan,0.1410 ± 0.0122,0.3727 ± 0.0318,0.7285 ± 0.0596,0.8423 ± 0.0307,0.6865 ± 0.0298,https://docs.google.com/document/d/1A6sRjezd7GSeLatF7VTE9NeFhmA4rSzmgTvZTL1_Nh4/edit?usp=sharing
3
+ 2,temal,0.1460 ± 0.0115,0.3859 ± 0.0296,0.7371 ± 0.0489,0.8553 ± 0.0274,0.6949 ± 0.0281,https://docs.google.com/document/d/1IqyTGGB2FLgYpptyst0XdTmZCHMETdX3/edit?usp=sharing&ouid=109801295390196144877&rtpof=true&sd=true
4
+ 3,pebble,0.1471 ± 0.0119,0.3887 ± 0.0315,0.7302 ± 0.0534,0.8518 ± 0.0271,0.6971 ± 0.0283,https://docs.google.com/document/d/11YF4Izk_XffIvXf1LahnTICKf8rbdv9mcYl42-7yt8A/edit?usp=sharing
5
+ 4,campfire-capillary,0.1475 ± 0.0124,0.3897 ± 0.0328,0.7195 ± 0.0597,0.8430 ± 0.0306,0.6865 ± 0.0296,https://github.com/campfire-capillary/OpenADMETExpansionRx/blob/main/README.md
6
+ 5,moka,0.1479 ± 0.0124,0.3908 ± 0.0330,0.7057 ± 0.0583,0.8342 ± 0.0332,0.6802 ± 0.0305,https://github.com/dahvida/openadmet-expansionrx-blind-challenge-moka
7
+ 6,HybridADMET,0.1486 ± 0.0140,0.3925 ± 0.0353,0.6628 ± 0.0745,0.8174 ± 0.0364,0.6678 ± 0.0327,https://docs.google.com/document/d/1WD2EVaud7UFCZk5qOZ1_sV_UcGgjlQXkSivTRppDq9Q/edit?usp=sharing
8
+ 7,yanyn,0.1495 ± 0.0117,0.3950 ± 0.0297,0.7249 ± 0.0544,0.8458 ± 0.0297,0.6925 ± 0.0294,https://github.com/yan-notes/openadmet_submit_yan
9
+ 8,c-test,0.1508 ± 0.0116,0.3985 ± 0.0298,0.7255 ± 0.0538,0.8475 ± 0.0295,0.6941 ± 0.0292,https://docs.google.com/document/d/1-JpjWNB5aB2ShLqFGz7Yhf7g-lrMqXV3PHoufH3tho8/edit?tab=t.0
10
+ 9,Proper,0.1539 ± 0.0133,0.4067 ± 0.0340,0.6727 ± 0.0675,0.8131 ± 0.0370,0.6641 ± 0.0330,https://docs.google.com/document/d/103DSkl24b98QG8McQmDVck-3n66LbIPml6r8ND_NldM/edit?usp=sharing
11
+ 10,aglisman,0.1544 ± 0.0126,0.4079 ± 0.0327,0.6997 ± 0.0610,0.8207 ± 0.0339,0.6644 ± 0.0321,https://github.com/alec-glisman/OpenADMET-ExpansionRx-Blind-Challenge/blob/main/MODEL_CARD.md
12
+ 11,Hydra,0.1564 ± 0.0152,0.4132 ± 0.0392,0.6123 ± 0.0846,0.7937 ± 0.0410,0.6522 ± 0.0352,https://docs.google.com/document/d/1Jbr7aBBScvanrqfzYsnE1m-a3fJxgv_BIcfDQWls6BQ/edit?usp=sharing
13
+ 12,echo,0.1573 ± 0.0126,0.4159 ± 0.0339,0.6910 ± 0.0581,0.8388 ± 0.0322,0.6892 ± 0.0306,https://docs.google.com/document/d/1nUIr9-EZc401HPdzErG6YnzW3BVy7I2CHUXqaIELLaY/edit?usp=sharing
14
+ 13,rced_nvx,0.1578 ± 0.0127,0.4168 ± 0.0321,0.6918 ± 0.0579,0.8195 ± 0.0345,0.6645 ± 0.0321,https://github.com/cedenoruel/OpenADMET-ExpansionRx-Blind-Challenge/blob/main/README.md
15
+ 14,Mlzzzzz,0.1589 ± 0.0126,0.4199 ± 0.0311,0.6820 ± 0.0589,0.8144 ± 0.0357,0.6566 ± 0.0322,https://docs.google.com/document/d/1NsDLCBnDzkOVd4bWe7iVAiZ3y-4PUTF3DdlDlJy7j3o/edit?tab=t.0
16
+ 15,Universal15,0.1593 ± 0.0126,0.4211 ± 0.0328,0.6966 ± 0.0583,0.8331 ± 0.0353,0.6838 ± 0.0316,https://docs.google.com/document/d/1RQTj1BBOKmtHgXschFUa_ZUdz1a0juRI0eXwnnLkPZE/edit?usp=sharing
17
+ 16,Ensem,0.1594 ± 0.0120,0.4211 ± 0.0319,0.7005 ± 0.0536,0.8401 ± 0.0314,0.6887 ± 0.0304,https://docs.google.com/document/d/1BUZ010oL0_fNPmp3Iw28NYi-wkSMz5E8b_RHuQ_dp_0/edit?tab=t.0
18
+ 17,chiliflake,0.1596 ± 0.0112,0.4217 ± 0.0284,0.7222 ± 0.0468,0.8490 ± 0.0275,0.6881 ± 0.0285,https://docs.google.com/document/d/e/2PACX-1vR3i2EDTBjTZRKv2EIU0HJeCZRVPHpRk4LQ_LKuexDPphwveWyVCLWNZECGrW7KXPL9ZqdGNApNWh37/pub
19
+ 18,interstellar-explorer,0.1604 ± 0.0156,0.4238 ± 0.0405,0.5949 ± 0.0897,0.7863 ± 0.0418,0.6457 ± 0.0361,https://docs.google.com/document/d/1cplc30gDCRcweL39KcN27ANOYPi9sZD_tAtfnMwgoeU/edit?usp=sharing
20
+ 19,UncertainTea,0.1611 ± 0.0128,0.4256 ± 0.0327,0.6773 ± 0.0566,0.8140 ± 0.0335,0.6549 ± 0.0322,https://github.com/un-certain-tea/OpenADMET-ExpansionRx-Challenge
21
+ 20,overfit,0.1611 ± 0.0124,0.4260 ± 0.0346,0.6833 ± 0.0581,0.8207 ± 0.0310,0.6563 ± 0.0305,https://docs.google.com/document/d/16QIFGZRlQbZGRnP7PKODNLCRiq029fDoMiEiVFF03hE/edit?usp=sharing
22
+ 21,Gashaw,0.1613 ± 0.0127,0.4263 ± 0.0334,0.6829 ± 0.0587,0.8289 ± 0.0342,0.6786 ± 0.0313,https://docs.google.com/document/d/1-CgaIBOqN_156l_J2Ujx0tDy7OOq60k1YD0RJTqkG80/edit?usp=sharing
23
+ 22,tibo,0.1619 ± 0.0126,0.4278 ± 0.0321,0.6905 ± 0.0568,0.8284 ± 0.0327,0.6694 ± 0.0310,https://github.com/Tibogoss/OpenADMET-ExpansionRx/blob/main/README.md
24
+ 23,Artichoke,0.1641 ± 0.0121,0.4336 ± 0.0314,0.6931 ± 0.0536,0.8248 ± 0.0340,0.6716 ± 0.0312,https://docs.google.com/document/d/1Mbw0uKDZsQ8QAnQO5uBAdS8x3Z-UTfMhP1fqx2pqTD8/edit?usp=sharing
25
+ 24,arabica,0.1647 ± 0.0132,0.4352 ± 0.0334,0.6603 ± 0.0594,0.7941 ± 0.0364,0.6308 ± 0.0334,https://github.com/Ngoson2004/OpenADMET-ExpansionRX-Challenge.git
26
+ 25,riemann,0.1658 ± 0.0134,0.4382 ± 0.0340,0.6556 ± 0.0655,0.7993 ± 0.0333,0.6189 ± 0.0302,https://docs.google.com/document/d/1N_huCHcjGN2OpioMyZBE3Pi5LRhVJoG2t3CFkqIHy50/edit?usp=sharing
27
+ 26,okidoki,0.1659 ± 0.0118,0.4385 ± 0.0327,0.6971 ± 0.0494,0.8331 ± 0.0306,0.6710 ± 0.0299,https://docs.google.com/document/d/1yD6ZppdthvohCvc1fYvUi57Jsxu1XS5nuRYwHEGblp4/edit?tab=t.0
28
+ 27,JacksonBurns,0.1661 ± 0.0130,0.4388 ± 0.0328,0.6633 ± 0.0632,0.7982 ± 0.0323,0.6335 ± 0.0309,https://github.com/JacksonBurns/openadmet_expansionrx/tree/f8efff6e739555337043574af3657cbe7af3e478
29
+ 28,robusta,0.1669 ± 0.0130,0.4411 ± 0.0330,0.6647 ± 0.0613,0.7927 ± 0.0399,0.6407 ± 0.0348,https://github.com/Ngoson2004/OpenADMET-ExpansionRX-Challenge.git
30
+ 29,beardy-polonium,0.1670 ± 0.0135,0.4412 ± 0.0354,0.6485 ± 0.0682,0.7969 ± 0.0391,0.6465 ± 0.0342,https://drive.google.com/file/d/163hHzi_YIoM26sEFSTQ3Wo-2MzInuHeM/view?usp=drive_link
31
+ 30,mechaman,0.1670 ± 0.0141,0.4414 ± 0.0361,0.6347 ± 0.0704,0.7785 ± 0.0405,0.6162 ± 0.0351,https://docs.google.com/document/d/1AKNCdPrxqh9QTG1RwOPitm7AUvUHLNl341EzFl9t4o8/edit?usp=sharing
32
+ 31,Q_Accel,0.1673 ± 0.0134,0.4421 ± 0.0348,0.6549 ± 0.0704,0.8089 ± 0.0363,0.6484 ± 0.0319,https://docs.google.com/document/d/1f5yJKuEwGoVsXdp3lB_lnuruEi86-M7SNyhrRkBRbDs/edit?usp=sharing
33
+ 32,nrosa1,0.1677 ± 0.0126,0.4432 ± 0.0326,0.6704 ± 0.0560,0.8099 ± 0.0357,0.6574 ± 0.0330,https://github.com/nrosa/openadmet-erx-challenge/blob/main/model_report.md
34
+ 33,median3,0.1692 ± 0.0120,0.4473 ± 0.0322,0.6819 ± 0.0501,0.8200 ± 0.0310,0.6539 ± 0.0297,https://docs.google.com/document/d/1TC8rbtKGD0wOh3CmvKCnoz_Lkflniip9-4IgKkBPOY8/edit?usp=sharing
35
+ 34,combo,0.1704 ± 0.0121,0.4504 ± 0.0324,0.6752 ± 0.0476,0.8161 ± 0.0278,0.6376 ± 0.0287,https://docs.google.com/document/d/1oWa1P6HHcntg8GSvAhLG8e576mYATK3HwOhCsVihWx8/edit?usp=drivesdk
36
+ 35,combo,0.1704 ± 0.0121,0.4504 ± 0.0324,0.6752 ± 0.0476,0.8161 ± 0.0278,0.6376 ± 0.0287,https://docs.google.com/document/d/1oWa1P6HHcntg8GSvAhLG8e576mYATK3HwOhCsVihWx8/edit?usp=drivesdk
37
+ 36,madie31,0.1704 ± 0.0121,0.4504 ± 0.0324,0.6752 ± 0.0476,0.8161 ± 0.0278,0.6376 ± 0.0287,https://deu01.safelinks.protection.outlook.com/?url=https%3A%2F%2Fdocs.google.com%2Fdocument%2Fd%2F1bwf4dckzznWy4DbNXrNxB_jbWFAwRAGa%2Fedit%3Fusp%3Ddrive_link%26ouid%3D100007225775794272332%26rtpof%3Dtrue%26sd%3Dtrue&data=05%7C02%7CLaetitia.Breuil%40evotec.com%7C6adc287ff3c74acba6d008de56a9a9f2%7C3047e55219ba4ca2a020799287660985%7C0%7C0%7C639043483862053326%7CUnknown%7CTWFpbGZsb3d8eyJFbXB0eU1hcGkiOnRydWUsIlYiOiIwLjAuMDAwMCIsIlAiOiJXaW4zMiIsIkFOIjoiTWFpbCIsIldUIjoyfQ%3D%3D%7C0%7C%7C%7C&sdata=W%2BY9Rq8RyDV5P2u3sO5%2Bi1CT1Tlwlv5tA0qHU%2BkppM0%3D&reserved=0
38
+ 37,chundu05,0.1705 ± 0.0139,0.4505 ± 0.0361,0.6241 ± 0.0714,0.7992 ± 0.0349,0.6336 ± 0.0327,https://docs.google.com/document/d/1DMiIxDK20FzTZgmBoZsy_FQw0iJGHhZYAhiNAc_SV_Q/edit?tab=t.0#heading=h.s2yx44dt2a2z
39
+ 38,beetroot,0.1710 ± 0.0139,0.4520 ± 0.0366,0.6385 ± 0.0688,0.7834 ± 0.0390,0.6212 ± 0.0345,https://docs.google.com/document/d/e/2PACX-1vTcBMF2uEAu1POdvZKpA0fHCtvk1JlsolEZQgFZeOxzctH1jILjzsI2uZJL2uL9EZCwdyQ2MsQIJBfy/pub
40
+ 39,Na123,0.1715 ± 0.0125,0.4533 ± 0.0343,0.6696 ± 0.0534,0.8290 ± 0.0329,0.6756 ± 0.0313,https://docs.google.com/document/d/1BUZ010oL0_fNPmp3Iw28NYi-wkSMz5E8b_RHuQ_dp_0/edit?usp=sharing
41
+ 40,liberica,0.1722 ± 0.0135,0.4550 ± 0.0346,0.6343 ± 0.0652,0.7689 ± 0.0426,0.6127 ± 0.0363,https://github.com/Ngoson2004/OpenADMET-ExpansionRX-Challenge.git
42
+ 41,wikke69,0.1724 ± 0.0136,0.4555 ± 0.0346,0.6367 ± 0.0674,0.7779 ± 0.0385,0.6148 ± 0.0342,https://gist.github.com/dehaenw/1318d2265db7ab2744306a7b26e1c535
43
+ 42,crh201,0.1725 ± 0.0149,0.4559 ± 0.0400,0.6045 ± 0.0801,0.7876 ± 0.0391,0.6256 ± 0.0337,https://docs.google.com/document/d/1bMJvlXRRXZ6S-ZnoGmGkYXiIbZNwiDCp23j-Oq3pOJ0/edit?tab=t.0#heading=h.bjzyy4l1sb7l
44
+ 43,kermt-t,0.1754 ± 0.0124,0.4636 ± 0.0335,0.6625 ± 0.0529,0.8159 ± 0.0332,0.6561 ± 0.0312,https://docs.google.com/document/d/1EZ99fCvqHSbhJxk2tqUKNOcVmi-iDENwvK1zuVqGLpc/edit?usp=sharing
45
+ 44,WakuwakuADMET,0.1773 ± 0.0123,0.4688 ± 0.0353,0.6646 ± 0.0577,0.8221 ± 0.0302,0.6511 ± 0.0286,https://huggingface.co/WakuwakuADMET/OpenADMET_ExpansionRx_Challenge_Methodology_Report
46
+ 45,jonswain,0.1775 ± 0.0131,0.4691 ± 0.0339,0.6401 ± 0.0619,0.7852 ± 0.0394,0.6215 ± 0.0342,https://github.com/jonswain/OpenADMET_ExpansionRx_Blind_Challenge
47
+ 46,molairity,0.1785 ± 0.0123,0.4719 ± 0.0330,0.6626 ± 0.0498,0.8146 ± 0.0335,0.6533 ± 0.0317,https://docs.google.com/document/d/1gszarZfGCUkn6ZyPhTazd0C3fyjuM3d2vcYY5EW7Lxw/edit?usp=sharing
48
+ 47,tmp1234,0.1786 ± 0.0138,0.4721 ± 0.0371,0.6135 ± 0.0686,0.7879 ± 0.0376,0.6265 ± 0.0331,https://docs.google.com/document/d/e/2PACX-1vQ1OAnGO4ZvVFwiiSUmFvaBfk8Hjetun_yDboslS6-p0GglV3vAgV1gZ1fJT0g1PtRlXcuS50kodogE/pub
49
+ 48,KagakuData,0.1791 ± 0.0133,0.4733 ± 0.0357,0.6355 ± 0.0567,0.7746 ± 0.0344,0.6048 ± 0.0328,https://github.com/KagakuAI/QSARcons
50
+ 49,pequqa,0.1810 ± 0.0127,0.4783 ± 0.0310,0.6330 ± 0.0586,0.7723 ± 0.0362,0.6008 ± 0.0328,https://docs.google.com/document/d/12ZIbady_SwV9ICSvMWcKBPoGAZxVbn5_f-xpMaK6iJA/edit?usp=sharing
51
+ 50,diliadis,0.1823 ± 0.0121,0.4817 ± 0.0329,0.6514 ± 0.0495,0.7985 ± 0.0338,0.6298 ± 0.0314,https://docs.google.com/document/d/1sdAHKfckhfJBOAnkWTo0iYpFmvKm_nrkSnmymrJgTy0/edit?usp=sharing
52
+ 51,leeherman,0.1824 ± 0.0141,0.4821 ± 0.0385,0.6042 ± 0.0673,0.7585 ± 0.0377,0.5877 ± 0.0350,https://docs.google.com/document/d/1_VPsW3p-zKztMqxTWbBNwhddvkqRS3ZWLmfO04nU9Lw/edit?usp=sharing
53
+ 52,martin,0.1827 ± 0.0144,0.4829 ± 0.0393,0.5996 ± 0.0760,0.7776 ± 0.0391,0.6130 ± 0.0338,https://docs.google.com/document/d/1bMJvlXRRXZ6S-ZnoGmGkYXiIbZNwiDCp23j-Oq3pOJ0/edit?tab=t.0#heading=h.bjzyy4l1sb7l
54
+ 53,lifaen,0.1828 ± 0.0137,0.4832 ± 0.0377,0.6112 ± 0.0745,0.7970 ± 0.0376,0.6391 ± 0.0328,https://docs.google.com/document/d/1ng3NAEPVjCxvTXzGQfE4bCtfqj0Tms-Zkxr3YyfHBZA/edit?usp=sharing
55
+ 54,vibdsobeyens,0.1847 ± 0.0157,0.4881 ± 0.0415,0.5504 ± 0.0868,0.7433 ± 0.0452,0.5795 ± 0.0368,https://docs.google.com/document/d/1sdAHKfckhfJBOAnkWTo0iYpFmvKm_nrkSnmymrJgTy0/edit?tab=t.0#heading=h.6pqvt9f1ijp7
56
+ 55,rappleton,0.1863 ± 0.0126,0.4925 ± 0.0340,0.6289 ± 0.0521,0.8119 ± 0.0353,0.6560 ± 0.0322,https://github.com/R-applet/ADMET_Challenge_2025/tree/main
57
+ 56,vaishnavi53,0.1863 ± 0.0126,0.4925 ± 0.0340,0.6289 ± 0.0521,0.8119 ± 0.0353,0.6560 ± 0.0322,https://docs.google.com/document/d/1LGw0CJGVm1hCqLDEkIms7YXPMnHH3LADeEmcWn5xwtI/edit?usp=sharing
58
+ 57,AzizA-A,0.1872 ± 0.0130,0.4949 ± 0.0352,0.6239 ± 0.0535,0.7815 ± 0.0349,0.6124 ± 0.0328,https://github.com/AzizAbusaleh/OpenADMET-Challenge2026/blob/3da375b0f8f801a03873ea69622ebb31d7f907fb/Report.pdf
59
+ 58,DMakarov,0.1873 ± 0.0127,0.4950 ± 0.0354,0.6337 ± 0.0522,0.7726 ± 0.0341,0.5924 ± 0.0317,https://github.com/MDMISC/OpenADMET
60
+ 59,jeremy,0.1876 ± 0.0150,0.4958 ± 0.0413,0.5731 ± 0.0785,0.7466 ± 0.0406,0.5754 ± 0.0350,https://github.com/jeremycheminf/openadmet_scripts/tree/main
61
+ 60,itetko,0.1954 ± 0.0123,0.5162 ± 0.0314,0.6311 ± 0.0504,0.8000 ± 0.0397,0.6487 ± 0.0348,https://docs.google.com/document/d/1wh6lkdgEl7lMLSyxhuMXVd3E4Pqqbo--lPdxb_hoTkM/edit?tab=t.0
62
+ 61,Shorku,0.1977 ± 0.0142,0.5227 ± 0.0398,0.5655 ± 0.0649,0.7666 ± 0.0385,0.5991 ± 0.0335,https://github.com/Shorku/OpenADMET_ExpansionRx_Blind_Challenge
63
+ 62,AIDDLin,0.1991 ± 0.0153,0.5262 ± 0.0400,0.5255 ± 0.0775,0.7185 ± 0.0398,0.5423 ± 0.0346,https://github.com/linshaolong11/CAMF.git
64
+ 63,iCsmiles,0.1995 ± 0.0134,0.5271 ± 0.0338,0.5812 ± 0.0584,0.7433 ± 0.0349,0.5581 ± 0.0327,https://huggingface.co/datasets/JustLeonard/ML/blob/main/readmev2.pdf
65
+ 64,tiuel,0.1996 ± 0.0152,0.5276 ± 0.0412,0.5318 ± 0.0727,0.7222 ± 0.0426,0.5581 ± 0.0366,https://github.com/etiu/OpenAdmet_competition
66
+ 65,rez3vil,0.2005 ± 0.0140,0.5299 ± 0.0386,0.5674 ± 0.0566,0.7219 ± 0.0399,0.5515 ± 0.0367,https://github.com/rez3vil/OpenADMET-ExpansionRx-Challenge.git
67
+ 66,femisegvn,0.2031 ± 0.0154,0.5367 ± 0.0419,0.5124 ± 0.0761,0.7324 ± 0.0389,0.5583 ± 0.0347,https://github.com/femisegvn/ExpansionRx-OpenADMET-blind-challenge
68
+ 67,ZaZdrowie,0.2034 ± 0.0127,0.5375 ± 0.0305,0.5924 ± 0.0507,0.7518 ± 0.0412,0.5875 ± 0.0350,https://gist.github.com/vchupakhinslp/4eac9f483b2b55168ed4f0d10d92455c
69
+ 68,massazahdeh,0.2066 ± 0.0125,0.5461 ± 0.0332,0.5972 ± 0.0469,0.7941 ± 0.0381,0.6399 ± 0.0347,https://huggingface.co/spaces/openadmet/OpenADMET-ExpansionRx-Challenge
70
+ 69,davidgiganti,0.2070 ± 0.0154,0.5460 ± 0.0373,0.5375 ± 0.0714,0.6632 ± 0.0520,0.5095 ± 0.0420,https://github.com/davidgiganti-ship-it/OpenADMET-ExpansionRx-Challenge
71
+ 70,agitter,0.2098 ± 0.0124,0.5545 ± 0.0345,0.5895 ± 0.0489,0.7618 ± 0.0389,0.5888 ± 0.0351,https://github.com/agitter/openadmet-expansionrx-challenge
72
+ 71,Kandagalla,0.2109 ± 0.0158,0.5576 ± 0.0440,0.4712 ± 0.0882,0.6793 ± 0.0469,0.5120 ± 0.0383,https://drive.google.com/file/d/1uJbizC6W-chHjzeq7uaQw42Cv91IsEAk/view?usp=sharing
73
+ 72,tespharma,0.2168 ± 0.0143,0.5729 ± 0.0383,0.5185 ± 0.0577,0.7352 ± 0.0432,0.5688 ± 0.0367,https://docs.google.com/document/d/1ydaJf4kJOlfVOoYlXTEU0JNrINWhEwfM0NSPXJU-FtU/edit?usp=sharing
74
+ 73,Discoverybytes,0.2189 ± 0.0158,0.5786 ± 0.0443,0.4831 ± 0.0742,0.6971 ± 0.0453,0.5343 ± 0.0393,https://docs.google.com/document/d/1fNlOGOvF_lrqWz8-MY3oNyXKUSy5_wWmZeukAEUUFf0/edit?usp=drive_link
75
+ 74,vibeADMET,0.2199 ± 0.0123,0.5814 ± 0.0361,0.5665 ± 0.0459,0.7623 ± 0.0366,0.5862 ± 0.0338,https://docs.google.com/document/d/e/2PACX-1vT8yCpYslYvCvcrZuZElChg6XVSx6HH1U4wZ0sLlHy6828LwVCBXSU4FTpwYvL8hDr7ReomL5q_PPki/pub
76
+ 75,eq_az,0.2209 ± 0.0122,0.5837 ± 0.0286,0.5684 ± 0.0420,0.7524 ± 0.0346,0.5759 ± 0.0331,https://drive.google.com/drive/folders/1AE9iD5EHYA7Kri1Z1hywNPXMaQl0-4iQ
77
+ 76,theZone,0.2215 ± 0.0148,0.5859 ± 0.0449,0.4908 ± 0.0730,0.7646 ± 0.0403,0.6014 ± 0.0342,https://drive.google.com/file/d/12OcLMCjM2S1Wz8yuLXZ3on_xwxGMyg3x/view?usp=drive_link
78
+ 77,pykel,0.2226 ± 0.0159,0.5881 ± 0.0403,0.4553 ± 0.0905,0.7492 ± 0.0418,0.5842 ± 0.0350,https://docs.google.com/document/d/e/2PACX-1vSu7dHC9-lGeMKyqHaiiPM3Ji_Mb-eLKKtOd453WzbMSH9bT2Bbct4e1TJ6a0kfquMTwK1V-JirxJDi/pub
79
+ 78,wleco22,0.2229 ± 0.0130,0.5893 ± 0.0382,0.5477 ± 0.0534,0.7165 ± 0.0393,0.5357 ± 0.0346,https://docs.google.com/document/d/1wxbX96aE9hxgvmUqbeLkxdDe4sRU1DcBXKB08eLo8G0/edit?usp=sharing
80
+ 79,tomatpercept,0.2252 ± 0.0126,0.5950 ± 0.0302,0.5438 ± 0.0466,0.7032 ± 0.0416,0.5264 ± 0.0367,https://docs.google.com/document/d/1dzNWT8oyR0-ja_zT6q7bBMPfMTOH2gByY25Sbd13UOs/edit?usp=sharing
81
+ 80,csaba-percept-bio,0.2252 ± 0.0126,0.5950 ± 0.0302,0.5438 ± 0.0466,0.7032 ± 0.0416,0.5264 ± 0.0367,https://docs.google.com/document/d/1dzNWT8oyR0-ja_zT6q7bBMPfMTOH2gByY25Sbd13UOs/
82
+ 81,Kalen_UCL,0.2298 ± 0.0128,0.6077 ± 0.0388,0.5283 ± 0.0453,0.7759 ± 0.0307,0.5918 ± 0.0305,https://docs.google.com/document/d/1KYbdAJxJaDNGEy6DhjyhK7jZJM5J8KHEOX3MAB_b6Jc/edit?usp=sharing
83
+ 82,boltzmann4,0.2302 ± 0.0118,0.6086 ± 0.0348,0.5523 ± 0.0409,0.7832 ± 0.0334,0.6069 ± 0.0320,https://docs.google.com/document/d/1-yiygaQi4SC5-4TdrAo8faxW2CNO7YvJ/edit?usp=sharing&ouid=111440856211122900819&rtpof=true&sd=true
84
+ 83,briford,0.2358 ± 0.0141,0.6232 ± 0.0395,0.4784 ± 0.0553,0.7172 ± 0.0439,0.5501 ± 0.0373,https://github.com/SuperCowPowers/workbench/tree/main/open_admet
85
+ 84,EGabrielle,0.2359 ± 0.0118,0.6235 ± 0.0353,0.5363 ± 0.0403,0.7601 ± 0.0345,0.5793 ± 0.0325,https://github.com/etiu/Openadmet_competition_v2
86
+ 85,Harshit494,0.2379 ± 0.0134,0.6289 ± 0.0382,0.5001 ± 0.0467,0.7302 ± 0.0398,0.5562 ± 0.0364,https://github.com/research-al/admet-challenge
87
+ 86,Srajall,0.2434 ± 0.0130,0.6436 ± 0.0410,0.4873 ± 0.0521,0.7589 ± 0.0347,0.5753 ± 0.0314,https://github.com/srajalcodes/ADMET-Challenge-Report-Methodology/blob/main/README.md
88
+ 87,3dprint,0.2437 ± 0.0147,0.6437 ± 0.0317,0.4367 ± 0.0585,0.6940 ± 0.0410,0.5064 ± 0.0346,https://tinyurl.com/mnb2csbe
89
+ 88,rymsnyde,0.2446 ± 0.0129,0.6468 ± 0.0385,0.4915 ± 0.0473,0.7630 ± 0.0365,0.5840 ± 0.0326,https://github.com/rymsnyde/LMC-MO-GPR_for_ADMET
90
+ 89,Apxjmd,0.2459 ± 0.0129,0.6495 ± 0.0285,0.4842 ± 0.0537,0.7160 ± 0.0410,0.5272 ± 0.0334,https://docs.google.com/document/d/1r3o16KmaizQJb67i8G6lsYeIVsjUp3pSsK5u5GPqrBs/edit?usp=sharing
91
+ 90,haleemiliyash,0.2465 ± 0.0153,0.6512 ± 0.0360,0.4082 ± 0.0711,0.6063 ± 0.0552,0.4513 ± 0.0426,https://docs.google.com/document/d/1QKNw_Ev6EVsh2faLWFhflS22xxFrdWwcPvSdwYRMBJ0/edit?usp=sharing
92
+ 91,ellieberry,0.2466 ± 0.0126,0.6520 ± 0.0386,0.4921 ± 0.0454,0.7488 ± 0.0370,0.5697 ± 0.0335,https://github.com/etiu/Openadmet_competition_v2
93
+ 92,mkruege,0.2467 ± 0.0135,0.6522 ± 0.0422,0.4693 ± 0.0535,0.7472 ± 0.0337,0.5564 ± 0.0311,https://doi.org/10.17617/3.GIKHJL
94
+ 93,sudhir2016,0.2496 ± 0.0143,0.6595 ± 0.0345,0.4466 ± 0.0556,0.6354 ± 0.0517,0.4503 ± 0.0381,https://gist.github.com/sudhir2016/e6a488fe6a856dfc3d8b6734b612a6a5
95
+ 94,XeonChem,0.2521 ± 0.0137,0.6665 ± 0.0380,0.4519 ± 0.0519,0.6943 ± 0.0444,0.5182 ± 0.0365,https://docs.google.com/document/d/1-N0GW_6HnSx4rYVoyKCGjGUWxcBXyxwWsmi38lueZck/edit?usp=sharing
96
+ 95,metro_mehed,0.2551 ± 0.0130,0.6741 ± 0.0342,0.4597 ± 0.0490,0.7036 ± 0.0414,0.5151 ± 0.0349,https://docs.google.com/document/d/1xseb0nWU162fvvG8jFDoEKX_nx4qEflHMrNmDNSn2Oo/edit?usp=drive_link
97
+ 96,latticetower,0.2597 ± 0.0163,0.6865 ± 0.0458,0.3441 ± 0.0833,0.6631 ± 0.0463,0.4964 ± 0.0370,https://github.com/latticetower/chemney
98
+ 97,KNIMEST,0.2662 ± 0.0175,0.7043 ± 0.0567,0.2672 ± 0.1021,0.6895 ± 0.0426,0.5215 ± 0.0366,https://docs.google.com/document/d/1e0LpSpYW4VM2c9xVnSKykDDpP9lvdUSIsAJ6h1qbt4E/edit?usp=drive_link
99
+ 98,SystemsCBLab,0.2810 ± 0.0128,0.7426 ± 0.0350,0.3833 ± 0.0423,0.7140 ± 0.0428,0.5364 ± 0.0361,https://github.com/apalania/OpenADMET-ExpansionRx-Challenge/blob/main/MethodologyReport_v2.pdf
100
+ 99,eachanjohnson,0.3077 ± 0.0126,0.8128 ± 0.0225,0.3037 ± 0.0292,0.6241 ± 0.0453,0.4449 ± 0.0359,https://github.com/eachanjohnson/challenge-2601-openadmet
101
+ 100,mtqspr_pcamor,0.3791 ± 0.0160,1.0030 ± 0.0631,-0.0476 ± 0.1090,0.7949 ± 0.0324,0.6219 ± 0.0325,https://docs.google.com/document/d/1knr4cDWE-Tn0ZmcTqSCfADTN2d6BIQqsnfaN6URv9Nk/edit?usp=sharing
102
+ 101,boltzmann_xgb,0.4986 ± 0.0199,1.3191 ± 0.0802,-0.8062 ± 0.1503,0.5152 ± 0.0578,0.3676 ± 0.0436,https://docs.google.com/document/d/1RFuSB9CzAwwysvgjP2Bo0RXWbIUZsKF-/edit?usp=sharing&ouid=111440856211122900819&rtpof=true&sd=true
103
+ 102,redjay,0.5141 ± 0.0216,1.3602 ± 0.0869,-0.9758 ± 0.1691,0.6724 ± 0.0314,0.4633 ± 0.0272,https://docs.google.com/document/d/1QHhGtEriIm0jGCY5NdTxCxkS6xkUMPakCwgePgGcCj8/edit?tab=t.0
104
+ 103,Sean-Wong,0.7597 ± 0.0260,2.0106 ± 0.1283,-2.8924 ± 0.3368,0.6425 ± 0.0525,0.4852 ± 0.0410,https://github.com/Wang-Lin-boop/Ouroboros
105
+ 104,little-WM-atw-2,0.8144 ± 0.0289,2.1554 ± 0.1407,-3.5317 ± 0.3944,-0.3492 ± 0.0625,-0.2340 ± 0.0445,https://github.com/azminewasi/OpenADMET_ExpansionRx
all_leaderboards/leaderboard_MLM_CLint_results.csv ADDED
@@ -0,0 +1,105 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ final rank,user,MAE_display,RAE_display,R2_display,Spearman R_display,Kendall's Tau_display,model details
2
+ 1,moka,0.3054 ± 0.0070,0.7234 ± 0.0192,0.4860 ± 0.0272,0.6853 ± 0.0173,0.4974 ± 0.0148,https://github.com/dahvida/openadmet-expansionrx-blind-challenge-moka
3
+ 2,overfit,0.3178 ± 0.0069,0.7528 ± 0.0189,0.4513 ± 0.0272,0.6519 ± 0.0182,0.4704 ± 0.0151,https://docs.google.com/document/d/16QIFGZRlQbZGRnP7PKODNLCRiq029fDoMiEiVFF03hE/edit?usp=sharing
4
+ 3,pebble,0.3182 ± 0.0071,0.7538 ± 0.0196,0.4490 ± 0.0279,0.6450 ± 0.0189,0.4649 ± 0.0156,https://docs.google.com/document/d/11YF4Izk_XffIvXf1LahnTICKf8rbdv9mcYl42-7yt8A/edit?usp=sharing
5
+ 4,Universal15,0.3245 ± 0.0075,0.7687 ± 0.0199,0.4148 ± 0.0286,0.6353 ± 0.0192,0.4559 ± 0.0157,https://docs.google.com/document/d/1RQTj1BBOKmtHgXschFUa_ZUdz1a0juRI0eXwnnLkPZE/edit?usp=sharing
6
+ 5,temal,0.3297 ± 0.0074,0.7810 ± 0.0209,0.3923 ± 0.0329,0.6320 ± 0.0191,0.4536 ± 0.0154,https://docs.google.com/document/d/1IqyTGGB2FLgYpptyst0XdTmZCHMETdX3/edit?usp=sharing&ouid=109801295390196144877&rtpof=true&sd=true
7
+ 6,campfire-capillary,0.3301 ± 0.0075,0.7818 ± 0.0196,0.3995 ± 0.0285,0.5873 ± 0.0206,0.4169 ± 0.0163,https://github.com/campfire-capillary/OpenADMETExpansionRx/blob/main/README.md
8
+ 7,tibo,0.3318 ± 0.0079,0.7859 ± 0.0191,0.3816 ± 0.0266,0.5947 ± 0.0206,0.4230 ± 0.0163,https://github.com/Tibogoss/OpenADMET-ExpansionRx/blob/main/README.md
9
+ 8,rced_nvx,0.3329 ± 0.0079,0.7886 ± 0.0193,0.3772 ± 0.0270,0.5907 ± 0.0208,0.4201 ± 0.0164,https://github.com/cedenoruel/OpenADMET-ExpansionRx-Blind-Challenge/blob/main/README.md
10
+ 9,beetroot,0.3348 ± 0.0072,0.7931 ± 0.0184,0.4069 ± 0.0278,0.6119 ± 0.0188,0.4337 ± 0.0150,https://docs.google.com/document/d/e/2PACX-1vTcBMF2uEAu1POdvZKpA0fHCtvk1JlsolEZQgFZeOxzctH1jILjzsI2uZJL2uL9EZCwdyQ2MsQIJBfy/pub
11
+ 10,liberica,0.3355 ± 0.0078,0.7946 ± 0.0197,0.3739 ± 0.0281,0.5861 ± 0.0205,0.4163 ± 0.0161,https://github.com/Ngoson2004/OpenADMET-ExpansionRX-Challenge.git
12
+ 11,rappleton,0.3359 ± 0.0078,0.7955 ± 0.0190,0.3669 ± 0.0309,0.5612 ± 0.0219,0.3983 ± 0.0170,https://github.com/R-applet/ADMET_Challenge_2025/tree/main
13
+ 12,vaishnavi53,0.3359 ± 0.0078,0.7955 ± 0.0190,0.3669 ± 0.0309,0.5612 ± 0.0219,0.3983 ± 0.0170,https://docs.google.com/document/d/1LGw0CJGVm1hCqLDEkIms7YXPMnHH3LADeEmcWn5xwtI/edit?usp=sharing
14
+ 13,aglisman,0.3369 ± 0.0076,0.7980 ± 0.0207,0.3687 ± 0.0320,0.5916 ± 0.0203,0.4209 ± 0.0160,https://github.com/alec-glisman/OpenADMET-ExpansionRx-Blind-Challenge/blob/main/MODEL_CARD.md
15
+ 14,yanyn,0.3373 ± 0.0075,0.7989 ± 0.0205,0.3811 ± 0.0324,0.5856 ± 0.0213,0.4178 ± 0.0169,https://github.com/yan-notes/openadmet_submit_yan
16
+ 15,Na123,0.3387 ± 0.0076,0.8023 ± 0.0208,0.3668 ± 0.0329,0.5854 ± 0.0212,0.4171 ± 0.0168,https://docs.google.com/document/d/1BUZ010oL0_fNPmp3Iw28NYi-wkSMz5E8b_RHuQ_dp_0/edit?usp=sharing
17
+ 16,Ensem,0.3387 ± 0.0076,0.8023 ± 0.0208,0.3668 ± 0.0329,0.5854 ± 0.0212,0.4171 ± 0.0168,https://docs.google.com/document/d/1BUZ010oL0_fNPmp3Iw28NYi-wkSMz5E8b_RHuQ_dp_0/edit?tab=t.0
18
+ 17,beardy-polonium,0.3406 ± 0.0076,0.8068 ± 0.0202,0.3675 ± 0.0308,0.5819 ± 0.0207,0.4115 ± 0.0163,https://drive.google.com/file/d/163hHzi_YIoM26sEFSTQ3Wo-2MzInuHeM/view?usp=drive_link
19
+ 18,HybridADMET,0.3411 ± 0.0077,0.8079 ± 0.0204,0.3637 ± 0.0328,0.5888 ± 0.0213,0.4184 ± 0.0167,https://docs.google.com/document/d/1WD2EVaud7UFCZk5qOZ1_sV_UcGgjlQXkSivTRppDq9Q/edit?usp=sharing
20
+ 19,ZaZdrowie,0.3419 ± 0.0079,0.8098 ± 0.0213,0.3628 ± 0.0320,0.6038 ± 0.0196,0.4263 ± 0.0157,https://gist.github.com/vchupakhinslp/4eac9f483b2b55168ed4f0d10d92455c
21
+ 20,Artichoke,0.3422 ± 0.0078,0.8105 ± 0.0191,0.3561 ± 0.0295,0.5735 ± 0.0210,0.4030 ± 0.0163,https://docs.google.com/document/d/1Mbw0uKDZsQ8QAnQO5uBAdS8x3Z-UTfMhP1fqx2pqTD8/edit?usp=sharing
22
+ 21,Mlzzzzz,0.3424 ± 0.0078,0.8111 ± 0.0206,0.3510 ± 0.0328,0.5678 ± 0.0213,0.4024 ± 0.0165,https://docs.google.com/document/d/1NsDLCBnDzkOVd4bWe7iVAiZ3y-4PUTF3DdlDlJy7j3o/edit?tab=t.0
23
+ 22,UncertainTea,0.3428 ± 0.0080,0.8121 ± 0.0214,0.3574 ± 0.0323,0.5739 ± 0.0215,0.4067 ± 0.0169,https://github.com/un-certain-tea/OpenADMET-ExpansionRx-Challenge
24
+ 23,Gashaw,0.3432 ± 0.0079,0.8131 ± 0.0219,0.3422 ± 0.0354,0.5675 ± 0.0217,0.4036 ± 0.0170,https://docs.google.com/document/d/1-CgaIBOqN_156l_J2Ujx0tDy7OOq60k1YD0RJTqkG80/edit?usp=sharing
25
+ 24,Hydra,0.3440 ± 0.0080,0.8148 ± 0.0215,0.3351 ± 0.0350,0.5784 ± 0.0213,0.4096 ± 0.0168,https://docs.google.com/document/d/1Jbr7aBBScvanrqfzYsnE1m-a3fJxgv_BIcfDQWls6BQ/edit?usp=sharing
26
+ 25,arabica,0.3441 ± 0.0081,0.8150 ± 0.0220,0.3357 ± 0.0326,0.5842 ± 0.0212,0.4172 ± 0.0167,https://github.com/Ngoson2004/OpenADMET-ExpansionRX-Challenge.git
27
+ 26,echo,0.3442 ± 0.0075,0.8155 ± 0.0211,0.3589 ± 0.0337,0.5757 ± 0.0214,0.4096 ± 0.0169,https://docs.google.com/document/d/1nUIr9-EZc401HPdzErG6YnzW3BVy7I2CHUXqaIELLaY/edit?usp=sharing
28
+ 27,briford,0.3443 ± 0.0080,0.8156 ± 0.0201,0.3301 ± 0.0319,0.5625 ± 0.0212,0.3979 ± 0.0164,https://github.com/SuperCowPowers/workbench/tree/main/open_admet
29
+ 28,interstellar-explorer,0.3447 ± 0.0080,0.8165 ± 0.0220,0.3345 ± 0.0358,0.5811 ± 0.0217,0.4128 ± 0.0171,https://docs.google.com/document/d/1cplc30gDCRcweL39KcN27ANOYPi9sZD_tAtfnMwgoeU/edit?usp=sharing
30
+ 29,nrosa1,0.3468 ± 0.0077,0.8216 ± 0.0207,0.3306 ± 0.0341,0.5664 ± 0.0212,0.4012 ± 0.0164,https://github.com/nrosa/openadmet-erx-challenge/blob/main/model_report.md
31
+ 30,robusta,0.3471 ± 0.0081,0.8221 ± 0.0223,0.3338 ± 0.0332,0.5984 ± 0.0202,0.4247 ± 0.0160,https://github.com/Ngoson2004/OpenADMET-ExpansionRX-Challenge.git
32
+ 31,c-test,0.3477 ± 0.0076,0.8236 ± 0.0215,0.3463 ± 0.0348,0.5638 ± 0.0221,0.4008 ± 0.0173,https://docs.google.com/document/d/1-JpjWNB5aB2ShLqFGz7Yhf7g-lrMqXV3PHoufH3tho8/edit?tab=t.0
33
+ 32,chundu05,0.3482 ± 0.0079,0.8247 ± 0.0197,0.3348 ± 0.0301,0.5415 ± 0.0220,0.3788 ± 0.0168,https://docs.google.com/document/d/1DMiIxDK20FzTZgmBoZsy_FQw0iJGHhZYAhiNAc_SV_Q/edit?tab=t.0#heading=h.s2yx44dt2a2z
34
+ 33,combo,0.3514 ± 0.0081,0.8323 ± 0.0209,0.3270 ± 0.0315,0.5365 ± 0.0225,0.3773 ± 0.0172,https://docs.google.com/document/d/1oWa1P6HHcntg8GSvAhLG8e576mYATK3HwOhCsVihWx8/edit?usp=drivesdk
35
+ 34,shin-chan,0.3515 ± 0.0076,0.8326 ± 0.0233,0.3392 ± 0.0368,0.6094 ± 0.0197,0.4352 ± 0.0158,https://docs.google.com/document/d/1A6sRjezd7GSeLatF7VTE9NeFhmA4rSzmgTvZTL1_Nh4/edit?usp=sharing
36
+ 35,jonswain,0.3519 ± 0.0084,0.8336 ± 0.0198,0.3050 ± 0.0319,0.5571 ± 0.0207,0.3911 ± 0.0160,https://github.com/jonswain/OpenADMET_ExpansionRx_Blind_Challenge
37
+ 36,massazahdeh,0.3527 ± 0.0080,0.8354 ± 0.0203,0.3235 ± 0.0321,0.5273 ± 0.0223,0.3691 ± 0.0170,https://huggingface.co/spaces/openadmet/OpenADMET-ExpansionRx-Challenge
38
+ 37,crh201,0.3529 ± 0.0075,0.8358 ± 0.0205,0.3446 ± 0.0326,0.5788 ± 0.0197,0.4064 ± 0.0154,https://docs.google.com/document/d/1bMJvlXRRXZ6S-ZnoGmGkYXiIbZNwiDCp23j-Oq3pOJ0/edit?tab=t.0#heading=h.bjzyy4l1sb7l
39
+ 38,itetko,0.3532 ± 0.0080,0.8367 ± 0.0198,0.3182 ± 0.0304,0.5123 ± 0.0227,0.3575 ± 0.0171,https://docs.google.com/document/d/1wh6lkdgEl7lMLSyxhuMXVd3E4Pqqbo--lPdxb_hoTkM/edit?tab=t.0
40
+ 39,Shorku,0.3546 ± 0.0080,0.8400 ± 0.0224,0.3032 ± 0.0373,0.5581 ± 0.0222,0.3965 ± 0.0174,https://github.com/Shorku/OpenADMET_ExpansionRx_Blind_Challenge
41
+ 40,pequqa,0.3556 ± 0.0080,0.8405 ± 0.0208,0.3141 ± 0.0333,0.5145 ± 0.0232,0.3612 ± 0.0176,https://docs.google.com/document/d/12ZIbady_SwV9ICSvMWcKBPoGAZxVbn5_f-xpMaK6iJA/edit?usp=sharing
42
+ 41,okidoki,0.3562 ± 0.0081,0.8438 ± 0.0231,0.3125 ± 0.0351,0.5540 ± 0.0226,0.3911 ± 0.0176,https://docs.google.com/document/d/1yD6ZppdthvohCvc1fYvUi57Jsxu1XS5nuRYwHEGblp4/edit?tab=t.0
43
+ 42,kermt-t,0.3571 ± 0.0077,0.8460 ± 0.0224,0.3127 ± 0.0372,0.5441 ± 0.0227,0.3861 ± 0.0176,https://docs.google.com/document/d/1EZ99fCvqHSbhJxk2tqUKNOcVmi-iDENwvK1zuVqGLpc/edit?usp=sharing
44
+ 43,KagakuData,0.3574 ± 0.0082,0.8464 ± 0.0200,0.3016 ± 0.0327,0.5222 ± 0.0230,0.3656 ± 0.0174,https://github.com/KagakuAI/QSARcons
45
+ 44,Proper,0.3581 ± 0.0082,0.8483 ± 0.0227,0.2971 ± 0.0354,0.5478 ± 0.0225,0.3872 ± 0.0174,https://docs.google.com/document/d/103DSkl24b98QG8McQmDVck-3n66LbIPml6r8ND_NldM/edit?usp=sharing
46
+ 45,chiliflake,0.3597 ± 0.0078,0.8522 ± 0.0217,0.3085 ± 0.0349,0.5500 ± 0.0217,0.3878 ± 0.0167,https://docs.google.com/document/d/e/2PACX-1vR3i2EDTBjTZRKv2EIU0HJeCZRVPHpRk4LQ_LKuexDPphwveWyVCLWNZECGrW7KXPL9ZqdGNApNWh37/pub
47
+ 46,eq_az,0.3611 ± 0.0084,0.8552 ± 0.0192,0.2807 ± 0.0317,0.4593 ± 0.0251,0.3202 ± 0.0186,https://drive.google.com/drive/folders/1AE9iD5EHYA7Kri1Z1hywNPXMaQl0-4iQ
48
+ 47,wikke69,0.3615 ± 0.0083,0.8564 ± 0.0218,0.2876 ± 0.0349,0.5180 ± 0.0233,0.3719 ± 0.0180,https://gist.github.com/dehaenw/1318d2265db7ab2744306a7b26e1c535
49
+ 48,median3,0.3618 ± 0.0085,0.8569 ± 0.0223,0.2754 ± 0.0361,0.4939 ± 0.0243,0.3457 ± 0.0184,https://docs.google.com/document/d/1TC8rbtKGD0wOh3CmvKCnoz_Lkflniip9-4IgKkBPOY8/edit?usp=sharing
50
+ 49,JacksonBurns,0.3633 ± 0.0079,0.8606 ± 0.0217,0.2956 ± 0.0355,0.5391 ± 0.0224,0.3781 ± 0.0171,https://github.com/JacksonBurns/openadmet_expansionrx/tree/f8efff6e739555337043574af3657cbe7af3e478
51
+ 50,molairity,0.3636 ± 0.0079,0.8614 ± 0.0218,0.2927 ± 0.0355,0.5324 ± 0.0225,0.3745 ± 0.0171,https://docs.google.com/document/d/1gszarZfGCUkn6ZyPhTazd0C3fyjuM3d2vcYY5EW7Lxw/edit?usp=sharing
52
+ 51,theZone,0.3671 ± 0.0076,0.8697 ± 0.0223,0.3047 ± 0.0375,0.5517 ± 0.0215,0.3870 ± 0.0165,https://drive.google.com/file/d/12OcLMCjM2S1Wz8yuLXZ3on_xwxGMyg3x/view?usp=drive_link
53
+ 52,wleco22,0.3680 ± 0.0083,0.8717 ± 0.0211,0.2622 ± 0.0357,0.4884 ± 0.0244,0.3413 ± 0.0181,https://docs.google.com/document/d/1wxbX96aE9hxgvmUqbeLkxdDe4sRU1DcBXKB08eLo8G0/edit?usp=sharing
54
+ 53,SystemsCBLab,0.3682 ± 0.0085,0.8720 ± 0.0176,0.2421 ± 0.0272,0.4175 ± 0.0261,0.2910 ± 0.0189,https://github.com/apalania/OpenADMET-ExpansionRx-Challenge/blob/main/MethodologyReport_v2.pdf
55
+ 54,WakuwakuADMET,0.3687 ± 0.0083,0.8733 ± 0.0208,0.2487 ± 0.0340,0.4999 ± 0.0227,0.3481 ± 0.0170,https://huggingface.co/WakuwakuADMET/OpenADMET_ExpansionRx_Challenge_Methodology_Report
56
+ 55,mechaman,0.3689 ± 0.0082,0.8740 ± 0.0235,0.2767 ± 0.0377,0.5395 ± 0.0225,0.3798 ± 0.0173,https://docs.google.com/document/d/1AKNCdPrxqh9QTG1RwOPitm7AUvUHLNl341EzFl9t4o8/edit?usp=sharing
57
+ 56,rez3vil,0.3690 ± 0.0083,0.8742 ± 0.0210,0.2550 ± 0.0343,0.4821 ± 0.0237,0.3350 ± 0.0177,https://github.com/rez3vil/OpenADMET-ExpansionRx-Challenge.git
58
+ 57,Kandagalla,0.3701 ± 0.0083,0.8767 ± 0.0207,0.2536 ± 0.0352,0.4789 ± 0.0245,0.3332 ± 0.0181,https://drive.google.com/file/d/1uJbizC6W-chHjzeq7uaQw42Cv91IsEAk/view?usp=sharing
59
+ 58,lifaen,0.3706 ± 0.0087,0.8780 ± 0.0249,0.2273 ± 0.0425,0.5416 ± 0.0224,0.3810 ± 0.0172,https://docs.google.com/document/d/1ng3NAEPVjCxvTXzGQfE4bCtfqj0Tms-Zkxr3YyfHBZA/edit?usp=sharing
60
+ 59,combo,0.3706 ± 0.0087,0.8780 ± 0.0249,0.2273 ± 0.0425,0.5416 ± 0.0224,0.3810 ± 0.0172,https://docs.google.com/document/d/1oWa1P6HHcntg8GSvAhLG8e576mYATK3HwOhCsVihWx8/edit?usp=drivesdk
61
+ 60,Kalen_UCL,0.3718 ± 0.0084,0.8807 ± 0.0221,0.2531 ± 0.0362,0.5039 ± 0.0231,0.3500 ± 0.0173,https://docs.google.com/document/d/1KYbdAJxJaDNGEy6DhjyhK7jZJM5J8KHEOX3MAB_b6Jc/edit?usp=sharing
62
+ 61,tiuel,0.3762 ± 0.0082,0.8912 ± 0.0208,0.2472 ± 0.0339,0.4818 ± 0.0232,0.3324 ± 0.0170,https://github.com/etiu/OpenAdmet_competition
63
+ 62,DMakarov,0.3765 ± 0.0090,0.8917 ± 0.0199,0.1932 ± 0.0330,0.4537 ± 0.0249,0.3147 ± 0.0183,https://github.com/MDMISC/OpenADMET
64
+ 63,ellieberry,0.3780 ± 0.0082,0.8954 ± 0.0216,0.2472 ± 0.0351,0.4990 ± 0.0226,0.3447 ± 0.0167,https://github.com/etiu/Openadmet_competition_v2
65
+ 64,vibdsobeyens,0.3790 ± 0.0086,0.8979 ± 0.0235,0.2222 ± 0.0390,0.4963 ± 0.0244,0.3478 ± 0.0182,https://docs.google.com/document/d/1sdAHKfckhfJBOAnkWTo0iYpFmvKm_nrkSnmymrJgTy0/edit?tab=t.0#heading=h.6pqvt9f1ijp7
66
+ 65,jeremy,0.3799 ± 0.0087,0.9000 ± 0.0230,0.2050 ± 0.0392,0.4549 ± 0.0249,0.3172 ± 0.0184,https://github.com/jeremycheminf/openadmet_scripts/tree/main
67
+ 66,martin,0.3810 ± 0.0086,0.9026 ± 0.0234,0.2072 ± 0.0425,0.5399 ± 0.0213,0.3778 ± 0.0162,https://docs.google.com/document/d/1bMJvlXRRXZ6S-ZnoGmGkYXiIbZNwiDCp23j-Oq3pOJ0/edit?tab=t.0#heading=h.bjzyy4l1sb7l
68
+ 67,AzizA-A,0.3811 ± 0.0082,0.9027 ± 0.0221,0.2213 ± 0.0384,0.4701 ± 0.0244,0.3267 ± 0.0180,https://github.com/AzizAbusaleh/OpenADMET-Challenge2026/blob/3da375b0f8f801a03873ea69622ebb31d7f907fb/Report.pdf
69
+ 68,Discoverybytes,0.3829 ± 0.0089,0.9070 ± 0.0199,0.1826 ± 0.0339,0.3991 ± 0.0269,0.2771 ± 0.0195,https://docs.google.com/document/d/1fNlOGOvF_lrqWz8-MY3oNyXKUSy5_wWmZeukAEUUFf0/edit?usp=drive_link
70
+ 69,3dprint,0.3837 ± 0.0091,0.9089 ± 0.0177,0.1564 ± 0.0304,0.4461 ± 0.0253,0.3079 ± 0.0184,https://tinyurl.com/mnb2csbe
71
+ 70,EGabrielle,0.3847 ± 0.0083,0.9112 ± 0.0221,0.2204 ± 0.0365,0.4768 ± 0.0236,0.3296 ± 0.0173,https://github.com/etiu/Openadmet_competition_v2
72
+ 71,csaba-percept-bio,0.3855 ± 0.0089,0.9132 ± 0.0248,0.1743 ± 0.0446,0.4896 ± 0.0243,0.3418 ± 0.0182,https://docs.google.com/document/d/1dzNWT8oyR0-ja_zT6q7bBMPfMTOH2gByY25Sbd13UOs/
73
+ 72,tomatpercept,0.3855 ± 0.0089,0.9132 ± 0.0248,0.1743 ± 0.0446,0.4896 ± 0.0243,0.3418 ± 0.0182,https://docs.google.com/document/d/1dzNWT8oyR0-ja_zT6q7bBMPfMTOH2gByY25Sbd13UOs/edit?usp=sharing
74
+ 73,iCsmiles,0.3855 ± 0.0086,0.9133 ± 0.0234,0.1876 ± 0.0392,0.4489 ± 0.0249,0.3110 ± 0.0183,https://huggingface.co/datasets/JustLeonard/ML/blob/main/readmev2.pdf
75
+ 74,boltzmann4,0.3859 ± 0.0085,0.9140 ± 0.0212,0.2041 ± 0.0359,0.4549 ± 0.0249,0.3141 ± 0.0181,https://docs.google.com/document/d/1-yiygaQi4SC5-4TdrAo8faxW2CNO7YvJ/edit?usp=sharing&ouid=111440856211122900819&rtpof=true&sd=true
76
+ 75,leeherman,0.3860 ± 0.0086,0.9143 ± 0.0224,0.2003 ± 0.0381,0.4812 ± 0.0236,0.3340 ± 0.0174,https://docs.google.com/document/d/1_VPsW3p-zKztMqxTWbBNwhddvkqRS3ZWLmfO04nU9Lw/edit?usp=sharing
77
+ 76,tmp1234,0.3924 ± 0.0089,0.9296 ± 0.0255,0.1596 ± 0.0459,0.4848 ± 0.0239,0.3384 ± 0.0179,https://docs.google.com/document/d/e/2PACX-1vQ1OAnGO4ZvVFwiiSUmFvaBfk8Hjetun_yDboslS6-p0GglV3vAgV1gZ1fJT0g1PtRlXcuS50kodogE/pub
78
+ 77,diliadis,0.3925 ± 0.0093,0.9298 ± 0.0254,0.1503 ± 0.0455,0.4588 ± 0.0255,0.3217 ± 0.0190,https://docs.google.com/document/d/1sdAHKfckhfJBOAnkWTo0iYpFmvKm_nrkSnmymrJgTy0/edit?usp=sharing
79
+ 78,Harshit494,0.3925 ± 0.0086,0.9298 ± 0.0223,0.1818 ± 0.0380,0.4480 ± 0.0246,0.3084 ± 0.0178,https://github.com/research-al/admet-challenge
80
+ 79,femisegvn,0.3926 ± 0.0084,0.9301 ± 0.0230,0.2023 ± 0.0382,0.4695 ± 0.0240,0.3251 ± 0.0175,https://github.com/femisegvn/ExpansionRx-OpenADMET-blind-challenge
81
+ 80,tespharma,0.3928 ± 0.0085,0.9306 ± 0.0264,0.1758 ± 0.0458,0.5338 ± 0.0222,0.3724 ± 0.0168,https://docs.google.com/document/d/1ydaJf4kJOlfVOoYlXTEU0JNrINWhEwfM0NSPXJU-FtU/edit?usp=sharing
82
+ 81,vibeADMET,0.3950 ± 0.0091,0.9357 ± 0.0244,0.1420 ± 0.0434,0.4429 ± 0.0252,0.3060 ± 0.0185,https://docs.google.com/document/d/e/2PACX-1vT8yCpYslYvCvcrZuZElChg6XVSx6HH1U4wZ0sLlHy6828LwVCBXSU4FTpwYvL8hDr7ReomL5q_PPki/pub
83
+ 82,Q_Accel,0.3988 ± 0.0095,0.9447 ± 0.0256,0.0959 ± 0.0497,0.4896 ± 0.0237,0.3446 ± 0.0175,https://docs.google.com/document/d/1f5yJKuEwGoVsXdp3lB_lnuruEi86-M7SNyhrRkBRbDs/edit?usp=sharing
84
+ 83,Apxjmd,0.4018 ± 0.0092,0.9518 ± 0.0216,0.0961 ± 0.0412,0.3693 ± 0.0268,0.2551 ± 0.0192,https://docs.google.com/document/d/1r3o16KmaizQJb67i8G6lsYeIVsjUp3pSsK5u5GPqrBs/edit?usp=sharing
85
+ 84,XeonChem,0.4031 ± 0.0092,0.9549 ± 0.0284,0.1076 ± 0.0517,0.5075 ± 0.0226,0.3551 ± 0.0170,https://docs.google.com/document/d/1-N0GW_6HnSx4rYVoyKCGjGUWxcBXyxwWsmi38lueZck/edit?usp=sharing
86
+ 85,madie31,0.4053 ± 0.0090,0.9602 ± 0.0253,0.1241 ± 0.0450,0.4027 ± 0.0264,0.2774 ± 0.0190,https://deu01.safelinks.protection.outlook.com/?url=https%3A%2F%2Fdocs.google.com%2Fdocument%2Fd%2F1bwf4dckzznWy4DbNXrNxB_jbWFAwRAGa%2Fedit%3Fusp%3Ddrive_link%26ouid%3D100007225775794272332%26rtpof%3Dtrue%26sd%3Dtrue&data=05%7C02%7CLaetitia.Breuil%40evotec.com%7C6adc287ff3c74acba6d008de56a9a9f2%7C3047e55219ba4ca2a020799287660985%7C0%7C0%7C639043483862053326%7CUnknown%7CTWFpbGZsb3d8eyJFbXB0eU1hcGkiOnRydWUsIlYiOiIwLjAuMDAwMCIsIlAiOiJXaW4zMiIsIkFOIjoiTWFpbCIsIldUIjoyfQ%3D%3D%7C0%7C%7C%7C&sdata=W%2BY9Rq8RyDV5P2u3sO5%2Bi1CT1Tlwlv5tA0qHU%2BkppM0%3D&reserved=0
87
+ 86,eachanjohnson,0.4073 ± 0.0090,0.9649 ± 0.0242,0.1132 ± 0.0427,0.3921 ± 0.0267,0.2695 ± 0.0192,https://github.com/eachanjohnson/challenge-2601-openadmet
88
+ 87,KNIMEST,0.4075 ± 0.0097,0.9654 ± 0.0265,0.0367 ± 0.0613,0.4573 ± 0.0254,0.3193 ± 0.0188,https://docs.google.com/document/d/1e0LpSpYW4VM2c9xVnSKykDDpP9lvdUSIsAJ6h1qbt4E/edit?usp=drive_link
89
+ 88,mkruege,0.4092 ± 0.0096,0.9692 ± 0.0260,0.0680 ± 0.0471,0.4193 ± 0.0259,0.2897 ± 0.0188,https://doi.org/10.17617/3.GIKHJL
90
+ 89,agitter,0.4113 ± 0.0092,0.9744 ± 0.0248,0.1041 ± 0.0435,0.4528 ± 0.0242,0.3103 ± 0.0176,https://github.com/agitter/openadmet-expansionrx-challenge
91
+ 90,Srajall,0.4124 ± 0.0096,0.9768 ± 0.0243,0.0390 ± 0.0484,0.3745 ± 0.0286,0.2581 ± 0.0204,https://github.com/srajalcodes/ADMET-Challenge-Report-Methodology/blob/main/README.md
92
+ 91,rymsnyde,0.4174 ± 0.0097,0.9888 ± 0.0248,0.0488 ± 0.0507,0.4345 ± 0.0248,0.3006 ± 0.0179,https://github.com/rymsnyde/LMC-MO-GPR_for_ADMET
93
+ 92,riemann,0.4248 ± 0.0093,1.0063 ± 0.0240,0.0249 ± 0.0418,0.3987 ± 0.0261,0.2735 ± 0.0187,https://docs.google.com/document/d/1N_huCHcjGN2OpioMyZBE3Pi5LRhVJoG2t3CFkqIHy50/edit?usp=sharing
94
+ 93,pykel,0.4308 ± 0.0100,1.0205 ± 0.0242,-0.0394 ± 0.0499,0.4305 ± 0.0254,0.2959 ± 0.0184,https://docs.google.com/document/d/e/2PACX-1vSu7dHC9-lGeMKyqHaiiPM3Ji_Mb-eLKKtOd453WzbMSH9bT2Bbct4e1TJ6a0kfquMTwK1V-JirxJDi/pub
95
+ 94,haleemiliyash,0.4462 ± 0.0103,1.0570 ± 0.0284,-0.1018 ± 0.0596,0.4148 ± 0.0250,0.2856 ± 0.0180,https://docs.google.com/document/d/1QKNw_Ev6EVsh2faLWFhflS22xxFrdWwcPvSdwYRMBJ0/edit?usp=sharing
96
+ 95,davidgiganti,0.4616 ± 0.0111,1.0851 ± 0.0274,-0.1402 ± 0.0519,0.4313 ± 0.0256,0.2968 ± 0.0186,https://github.com/davidgiganti-ship-it/OpenADMET-ExpansionRx-Challenge
97
+ 96,metro_mehed,0.4644 ± 0.0102,1.1002 ± 0.0271,-0.1395 ± 0.0490,0.3771 ± 0.0259,0.2571 ± 0.0183,https://docs.google.com/document/d/1xseb0nWU162fvvG8jFDoEKX_nx4qEflHMrNmDNSn2Oo/edit?usp=drive_link
98
+ 97,little-WM-atw-2,0.4739 ± 0.0108,1.1224 ± 0.0188,-0.2629 ± 0.0327,0.0732 ± 0.0291,0.0491 ± 0.0194,https://github.com/azminewasi/OpenADMET_ExpansionRx
99
+ 98,sudhir2016,0.4833 ± 0.0113,1.1448 ± 0.0302,-0.3213 ± 0.0638,0.3356 ± 0.0258,0.2292 ± 0.0178,https://gist.github.com/sudhir2016/e6a488fe6a856dfc3d8b6734b612a6a5
100
+ 99,AIDDLin,0.5008 ± 0.0115,1.1863 ± 0.0341,-0.3577 ± 0.0700,0.3035 ± 0.0275,0.2043 ± 0.0192,https://github.com/linshaolong11/CAMF.git
101
+ 100,boltzmann_xgb,0.5817 ± 0.0143,1.3779 ± 0.0379,-0.9692 ± 0.1151,0.1857 ± 0.0290,0.1251 ± 0.0197,https://docs.google.com/document/d/1RFuSB9CzAwwysvgjP2Bo0RXWbIUZsKF-/edit?usp=sharing&ouid=111440856211122900819&rtpof=true&sd=true
102
+ 101,redjay,0.7720 ± 0.0132,1.8289 ± 0.0471,-1.7319 ± 0.1314,0.2579 ± 0.0284,0.1732 ± 0.0197,https://docs.google.com/document/d/1QHhGtEriIm0jGCY5NdTxCxkS6xkUMPakCwgePgGcCj8/edit?tab=t.0
103
+ 102,mtqspr_pcamor,0.7931 ± 0.0150,1.8790 ± 0.0589,-2.0156 ± 0.1874,0.5054 ± 0.0232,0.3541 ± 0.0174,https://docs.google.com/document/d/1knr4cDWE-Tn0ZmcTqSCfADTN2d6BIQqsnfaN6URv9Nk/edit?usp=sharing
104
+ 103,latticetower,0.8456 ± 0.0199,2.0035 ± 0.0654,-3.1038 ± 0.2678,0.2254 ± 0.0281,0.1525 ± 0.0194,https://github.com/latticetower/chemney
105
+ 104,Sean-Wong,2.1398 ± 0.0155,5.0699 ± 0.1280,-15.6572 ± 0.8849,0.4849 ± 0.0239,0.3368 ± 0.0178,https://github.com/Wang-Lin-boop/Ouroboros
all_leaderboards/leaderboard_MPPB_results.csv ADDED
@@ -0,0 +1,105 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ final rank,user,MAE_display,RAE_display,R2_display,Spearman R_display,Kendall's Tau_display,model details
2
+ 1,campfire-capillary,0.1451 ± 0.0057,0.4524 ± 0.0233,0.7589 ± 0.0245,0.8609 ± 0.0153,0.6797 ± 0.0171,https://github.com/campfire-capillary/OpenADMETExpansionRx/blob/main/README.md
3
+ 2,shin-chan,0.1518 ± 0.0055,0.4733 ± 0.0220,0.7551 ± 0.0206,0.8566 ± 0.0140,0.6714 ± 0.0165,https://docs.google.com/document/d/1A6sRjezd7GSeLatF7VTE9NeFhmA4rSzmgTvZTL1_Nh4/edit?usp=sharing
4
+ 3,Hydra,0.1572 ± 0.0065,0.4902 ± 0.0243,0.7046 ± 0.0289,0.8376 ± 0.0183,0.6614 ± 0.0196,https://docs.google.com/document/d/1Jbr7aBBScvanrqfzYsnE1m-a3fJxgv_BIcfDQWls6BQ/edit?usp=sharing
5
+ 4,pebble,0.1580 ± 0.0064,0.4927 ± 0.0247,0.7054 ± 0.0281,0.8486 ± 0.0159,0.6703 ± 0.0179,https://docs.google.com/document/d/11YF4Izk_XffIvXf1LahnTICKf8rbdv9mcYl42-7yt8A/edit?usp=sharing
6
+ 5,overfit,0.1584 ± 0.0056,0.4939 ± 0.0239,0.7403 ± 0.0232,0.8644 ± 0.0142,0.6831 ± 0.0164,https://docs.google.com/document/d/16QIFGZRlQbZGRnP7PKODNLCRiq029fDoMiEiVFF03hE/edit?usp=sharing
7
+ 6,interstellar-explorer,0.1587 ± 0.0065,0.4947 ± 0.0244,0.7026 ± 0.0295,0.8340 ± 0.0184,0.6557 ± 0.0195,https://docs.google.com/document/d/1cplc30gDCRcweL39KcN27ANOYPi9sZD_tAtfnMwgoeU/edit?usp=sharing
8
+ 7,arabica,0.1590 ± 0.0056,0.4955 ± 0.0207,0.7389 ± 0.0195,0.8649 ± 0.0134,0.6806 ± 0.0159,https://github.com/Ngoson2004/OpenADMET-ExpansionRX-Challenge.git
9
+ 8,moka,0.1605 ± 0.0062,0.5005 ± 0.0234,0.7197 ± 0.0245,0.8462 ± 0.0163,0.6626 ± 0.0180,https://github.com/dahvida/openadmet-expansionrx-blind-challenge-moka
10
+ 9,liberica,0.1630 ± 0.0058,0.5082 ± 0.0208,0.7245 ± 0.0204,0.8495 ± 0.0148,0.6626 ± 0.0167,https://github.com/Ngoson2004/OpenADMET-ExpansionRX-Challenge.git
11
+ 10,beardy-polonium,0.1633 ± 0.0065,0.5090 ± 0.0249,0.7010 ± 0.0273,0.8439 ± 0.0173,0.6659 ± 0.0190,https://drive.google.com/file/d/163hHzi_YIoM26sEFSTQ3Wo-2MzInuHeM/view?usp=drive_link
12
+ 11,HybridADMET,0.1668 ± 0.0065,0.5201 ± 0.0242,0.6907 ± 0.0266,0.8223 ± 0.0175,0.6356 ± 0.0190,https://docs.google.com/document/d/1WD2EVaud7UFCZk5qOZ1_sV_UcGgjlQXkSivTRppDq9Q/edit?usp=sharing
13
+ 12,temal,0.1676 ± 0.0065,0.5226 ± 0.0256,0.6850 ± 0.0301,0.8266 ± 0.0188,0.6460 ± 0.0196,https://docs.google.com/document/d/1IqyTGGB2FLgYpptyst0XdTmZCHMETdX3/edit?usp=sharing&ouid=109801295390196144877&rtpof=true&sd=true
14
+ 13,beetroot,0.1695 ± 0.0064,0.5285 ± 0.0256,0.6842 ± 0.0287,0.8072 ± 0.0197,0.6201 ± 0.0200,https://docs.google.com/document/d/e/2PACX-1vTcBMF2uEAu1POdvZKpA0fHCtvk1JlsolEZQgFZeOxzctH1jILjzsI2uZJL2uL9EZCwdyQ2MsQIJBfy/pub
15
+ 14,crh201,0.1749 ± 0.0066,0.5453 ± 0.0254,0.6635 ± 0.0298,0.8024 ± 0.0201,0.6159 ± 0.0203,https://docs.google.com/document/d/1bMJvlXRRXZ6S-ZnoGmGkYXiIbZNwiDCp23j-Oq3pOJ0/edit?tab=t.0#heading=h.bjzyy4l1sb7l
16
+ 15,combo,0.1775 ± 0.0073,0.5533 ± 0.0271,0.6424 ± 0.0327,0.7959 ± 0.0203,0.6087 ± 0.0199,https://docs.google.com/document/d/1oWa1P6HHcntg8GSvAhLG8e576mYATK3HwOhCsVihWx8/edit?usp=drivesdk
17
+ 16,lifaen,0.1775 ± 0.0073,0.5533 ± 0.0271,0.6424 ± 0.0327,0.7959 ± 0.0203,0.6087 ± 0.0199,https://docs.google.com/document/d/1ng3NAEPVjCxvTXzGQfE4bCtfqj0Tms-Zkxr3YyfHBZA/edit?usp=sharing
18
+ 17,combo,0.1775 ± 0.0073,0.5533 ± 0.0271,0.6424 ± 0.0327,0.7959 ± 0.0203,0.6087 ± 0.0199,https://docs.google.com/document/d/1oWa1P6HHcntg8GSvAhLG8e576mYATK3HwOhCsVihWx8/edit?usp=drivesdk
19
+ 18,JacksonBurns,0.1800 ± 0.0070,0.5611 ± 0.0260,0.6548 ± 0.0279,0.8013 ± 0.0192,0.6075 ± 0.0199,https://github.com/JacksonBurns/openadmet_expansionrx/tree/f8efff6e739555337043574af3657cbe7af3e478
20
+ 19,echo,0.1830 ± 0.0064,0.5706 ± 0.0275,0.6556 ± 0.0298,0.8315 ± 0.0176,0.6454 ± 0.0190,https://docs.google.com/document/d/1nUIr9-EZc401HPdzErG6YnzW3BVy7I2CHUXqaIELLaY/edit?usp=sharing
21
+ 20,median3,0.1839 ± 0.0077,0.5734 ± 0.0280,0.6178 ± 0.0329,0.7770 ± 0.0222,0.5916 ± 0.0218,https://docs.google.com/document/d/1TC8rbtKGD0wOh3CmvKCnoz_Lkflniip9-4IgKkBPOY8/edit?usp=sharing
22
+ 21,yanyn,0.1848 ± 0.0064,0.5760 ± 0.0258,0.6522 ± 0.0280,0.8241 ± 0.0176,0.6363 ± 0.0189,https://github.com/yan-notes/openadmet_submit_yan
23
+ 22,Q_Accel,0.1910 ± 0.0078,0.5955 ± 0.0314,0.5854 ± 0.0413,0.7635 ± 0.0230,0.5789 ± 0.0220,https://docs.google.com/document/d/1f5yJKuEwGoVsXdp3lB_lnuruEi86-M7SNyhrRkBRbDs/edit?usp=sharing
24
+ 23,mechaman,0.1911 ± 0.0068,0.5957 ± 0.0246,0.6231 ± 0.0271,0.7850 ± 0.0199,0.5914 ± 0.0197,https://docs.google.com/document/d/1AKNCdPrxqh9QTG1RwOPitm7AUvUHLNl341EzFl9t4o8/edit?usp=sharing
25
+ 24,madie31,0.1912 ± 0.0079,0.5960 ± 0.0302,0.5761 ± 0.0391,0.7469 ± 0.0244,0.5616 ± 0.0226,https://deu01.safelinks.protection.outlook.com/?url=https%3A%2F%2Fdocs.google.com%2Fdocument%2Fd%2F1bwf4dckzznWy4DbNXrNxB_jbWFAwRAGa%2Fedit%3Fusp%3Ddrive_link%26ouid%3D100007225775794272332%26rtpof%3Dtrue%26sd%3Dtrue&data=05%7C02%7CLaetitia.Breuil%40evotec.com%7C6adc287ff3c74acba6d008de56a9a9f2%7C3047e55219ba4ca2a020799287660985%7C0%7C0%7C639043483862053326%7CUnknown%7CTWFpbGZsb3d8eyJFbXB0eU1hcGkiOnRydWUsIlYiOiIwLjAuMDAwMCIsIlAiOiJXaW4zMiIsIkFOIjoiTWFpbCIsIldUIjoyfQ%3D%3D%7C0%7C%7C%7C&sdata=W%2BY9Rq8RyDV5P2u3sO5%2Bi1CT1Tlwlv5tA0qHU%2BkppM0%3D&reserved=0
26
+ 25,kermt-t,0.1926 ± 0.0070,0.6004 ± 0.0284,0.6087 ± 0.0332,0.8080 ± 0.0190,0.6192 ± 0.0197,https://docs.google.com/document/d/1EZ99fCvqHSbhJxk2tqUKNOcVmi-iDENwvK1zuVqGLpc/edit?usp=sharing
27
+ 26,Proper,0.1929 ± 0.0065,0.6014 ± 0.0263,0.6308 ± 0.0288,0.8226 ± 0.0178,0.6335 ± 0.0189,https://docs.google.com/document/d/103DSkl24b98QG8McQmDVck-3n66LbIPml6r8ND_NldM/edit?usp=sharing
28
+ 27,c-test,0.1937 ± 0.0071,0.6039 ± 0.0292,0.6033 ± 0.0349,0.8083 ± 0.0194,0.6214 ± 0.0201,https://docs.google.com/document/d/1-JpjWNB5aB2ShLqFGz7Yhf7g-lrMqXV3PHoufH3tho8/edit?tab=t.0
29
+ 28,pequqa,0.1946 ± 0.0067,0.6065 ± 0.0206,0.6265 ± 0.0217,0.8113 ± 0.0181,0.6175 ± 0.0185,https://docs.google.com/document/d/12ZIbady_SwV9ICSvMWcKBPoGAZxVbn5_f-xpMaK6iJA/edit?usp=sharing
30
+ 29,chundu05,0.1949 ± 0.0070,0.6073 ± 0.0211,0.6089 ± 0.0260,0.7762 ± 0.0218,0.5875 ± 0.0211,https://docs.google.com/document/d/1DMiIxDK20FzTZgmBoZsy_FQw0iJGHhZYAhiNAc_SV_Q/edit?tab=t.0#heading=h.s2yx44dt2a2z
31
+ 30,Artichoke,0.1950 ± 0.0068,0.6081 ± 0.0280,0.6134 ± 0.0324,0.7946 ± 0.0200,0.6084 ± 0.0203,https://docs.google.com/document/d/1Mbw0uKDZsQ8QAnQO5uBAdS8x3Z-UTfMhP1fqx2pqTD8/edit?usp=sharing
32
+ 31,davidgiganti,0.1972 ± 0.0075,0.6237 ± 0.0228,0.5800 ± 0.0295,0.7410 ± 0.0254,0.5585 ± 0.0231,https://github.com/davidgiganti-ship-it/OpenADMET-ExpansionRx-Challenge
33
+ 32,Na123,0.1972 ± 0.0070,0.6149 ± 0.0299,0.5907 ± 0.0367,0.8037 ± 0.0198,0.6166 ± 0.0200,https://docs.google.com/document/d/1BUZ010oL0_fNPmp3Iw28NYi-wkSMz5E8b_RHuQ_dp_0/edit?usp=sharing
34
+ 33,Ensem,0.1972 ± 0.0070,0.6149 ± 0.0299,0.5907 ± 0.0367,0.8037 ± 0.0198,0.6166 ± 0.0200,https://docs.google.com/document/d/1BUZ010oL0_fNPmp3Iw28NYi-wkSMz5E8b_RHuQ_dp_0/edit?tab=t.0
35
+ 34,ZaZdrowie,0.1972 ± 0.0076,0.6146 ± 0.0257,0.5855 ± 0.0315,0.7520 ± 0.0238,0.5628 ± 0.0221,https://gist.github.com/vchupakhinslp/4eac9f483b2b55168ed4f0d10d92455c
36
+ 35,Gashaw,0.1973 ± 0.0071,0.6151 ± 0.0252,0.5993 ± 0.0294,0.7775 ± 0.0213,0.5878 ± 0.0210,https://docs.google.com/document/d/1-CgaIBOqN_156l_J2Ujx0tDy7OOq60k1YD0RJTqkG80/edit?usp=sharing
37
+ 36,Universal15,0.1989 ± 0.0078,0.6201 ± 0.0289,0.5662 ± 0.0375,0.7635 ± 0.0231,0.5775 ± 0.0218,https://docs.google.com/document/d/1RQTj1BBOKmtHgXschFUa_ZUdz1a0juRI0eXwnnLkPZE/edit?usp=sharing
38
+ 37,UncertainTea,0.1994 ± 0.0077,0.6216 ± 0.0304,0.5720 ± 0.0366,0.7789 ± 0.0214,0.5885 ± 0.0213,https://github.com/un-certain-tea/OpenADMET-ExpansionRx-Challenge
39
+ 38,vaishnavi53,0.1994 ± 0.0075,0.6217 ± 0.0276,0.5807 ± 0.0325,0.7745 ± 0.0217,0.5850 ± 0.0212,https://docs.google.com/document/d/1LGw0CJGVm1hCqLDEkIms7YXPMnHH3LADeEmcWn5xwtI/edit?usp=sharing
40
+ 39,Mlzzzzz,0.2014 ± 0.0079,0.6279 ± 0.0274,0.5556 ± 0.0340,0.7401 ± 0.0237,0.5514 ± 0.0220,https://docs.google.com/document/d/1NsDLCBnDzkOVd4bWe7iVAiZ3y-4PUTF3DdlDlJy7j3o/edit?tab=t.0
41
+ 40,rced_nvx,0.2022 ± 0.0077,0.6305 ± 0.0313,0.5610 ± 0.0388,0.7511 ± 0.0235,0.5633 ± 0.0224,https://github.com/cedenoruel/OpenADMET-ExpansionRx-Blind-Challenge/blob/main/README.md
42
+ 41,tibo,0.2027 ± 0.0078,0.6320 ± 0.0315,0.5571 ± 0.0394,0.7492 ± 0.0237,0.5615 ± 0.0225,https://github.com/Tibogoss/OpenADMET-ExpansionRx/blob/main/README.md
43
+ 42,iCsmiles,0.2056 ± 0.0084,0.6407 ± 0.0247,0.5264 ± 0.0354,0.6997 ± 0.0287,0.5236 ± 0.0248,https://huggingface.co/datasets/JustLeonard/ML/blob/main/readmev2.pdf
44
+ 43,riemann,0.2073 ± 0.0082,0.6465 ± 0.0312,0.5368 ± 0.0413,0.7429 ± 0.0256,0.5583 ± 0.0233,https://docs.google.com/document/d/1N_huCHcjGN2OpioMyZBE3Pi5LRhVJoG2t3CFkqIHy50/edit?usp=sharing
45
+ 44,wikke69,0.2077 ± 0.0081,0.6475 ± 0.0313,0.5354 ± 0.0391,0.7463 ± 0.0240,0.5607 ± 0.0224,https://gist.github.com/dehaenw/1318d2265db7ab2744306a7b26e1c535
46
+ 45,jeremy,0.2095 ± 0.0089,0.6532 ± 0.0352,0.5011 ± 0.0479,0.7548 ± 0.0237,0.5630 ± 0.0220,https://github.com/jeremycheminf/openadmet_scripts/tree/main
47
+ 46,martin,0.2097 ± 0.0083,0.6540 ± 0.0346,0.5089 ± 0.0483,0.7408 ± 0.0243,0.5529 ± 0.0225,https://docs.google.com/document/d/1bMJvlXRRXZ6S-ZnoGmGkYXiIbZNwiDCp23j-Oq3pOJ0/edit?tab=t.0#heading=h.bjzyy4l1sb7l
48
+ 47,tmp1234,0.2103 ± 0.0081,0.6557 ± 0.0317,0.5265 ± 0.0402,0.7691 ± 0.0218,0.5765 ± 0.0211,https://docs.google.com/document/d/e/2PACX-1vQ1OAnGO4ZvVFwiiSUmFvaBfk8Hjetun_yDboslS6-p0GglV3vAgV1gZ1fJT0g1PtRlXcuS50kodogE/pub
49
+ 48,aglisman,0.2136 ± 0.0087,0.6662 ± 0.0357,0.4902 ± 0.0481,0.7442 ± 0.0240,0.5582 ± 0.0226,https://github.com/alec-glisman/OpenADMET-ExpansionRx-Blind-Challenge/blob/main/MODEL_CARD.md
50
+ 49,robusta,0.2143 ± 0.0075,0.6682 ± 0.0312,0.5331 ± 0.0409,0.7799 ± 0.0216,0.5921 ± 0.0215,https://github.com/Ngoson2004/OpenADMET-ExpansionRX-Challenge.git
51
+ 50,Shorku,0.2149 ± 0.0082,0.6699 ± 0.0312,0.4924 ± 0.0412,0.7659 ± 0.0228,0.5809 ± 0.0219,https://github.com/Shorku/OpenADMET_ExpansionRx_Blind_Challenge
52
+ 51,okidoki,0.2159 ± 0.0087,0.6733 ± 0.0363,0.4853 ± 0.0498,0.7762 ± 0.0207,0.5847 ± 0.0206,https://docs.google.com/document/d/1yD6ZppdthvohCvc1fYvUi57Jsxu1XS5nuRYwHEGblp4/edit?tab=t.0
53
+ 52,chiliflake,0.2173 ± 0.0081,0.6776 ± 0.0353,0.4886 ± 0.0475,0.7501 ± 0.0219,0.5606 ± 0.0208,https://docs.google.com/document/d/e/2PACX-1vR3i2EDTBjTZRKv2EIU0HJeCZRVPHpRk4LQ_LKuexDPphwveWyVCLWNZECGrW7KXPL9ZqdGNApNWh37/pub
54
+ 53,DMakarov,0.2227 ± 0.0082,0.6944 ± 0.0332,0.4770 ± 0.0444,0.7382 ± 0.0232,0.5476 ± 0.0217,https://github.com/MDMISC/OpenADMET
55
+ 54,molairity,0.2255 ± 0.0086,0.7031 ± 0.0344,0.4490 ± 0.0486,0.7047 ± 0.0264,0.5194 ± 0.0237,https://docs.google.com/document/d/1gszarZfGCUkn6ZyPhTazd0C3fyjuM3d2vcYY5EW7Lxw/edit?usp=sharing
56
+ 55,vibdsobeyens,0.2263 ± 0.0079,0.7054 ± 0.0285,0.4857 ± 0.0374,0.7082 ± 0.0259,0.5183 ± 0.0229,https://docs.google.com/document/d/1sdAHKfckhfJBOAnkWTo0iYpFmvKm_nrkSnmymrJgTy0/edit?tab=t.0#heading=h.6pqvt9f1ijp7
57
+ 56,rappleton,0.2264 ± 0.0076,0.7058 ± 0.0311,0.4984 ± 0.0387,0.7804 ± 0.0210,0.5863 ± 0.0206,https://github.com/R-applet/ADMET_Challenge_2025/tree/main
58
+ 57,3dprint,0.2274 ± 0.0093,0.7088 ± 0.0276,0.4283 ± 0.0408,0.6492 ± 0.0307,0.4689 ± 0.0253,https://tinyurl.com/mnb2csbe
59
+ 58,KagakuData,0.2312 ± 0.0079,0.7206 ± 0.0296,0.4712 ± 0.0373,0.7305 ± 0.0248,0.5393 ± 0.0226,https://github.com/KagakuAI/QSARcons
60
+ 59,pykel,0.2327 ± 0.0088,0.7253 ± 0.0282,0.4276 ± 0.0403,0.6443 ± 0.0301,0.4642 ± 0.0250,https://docs.google.com/document/d/e/2PACX-1vSu7dHC9-lGeMKyqHaiiPM3Ji_Mb-eLKKtOd453WzbMSH9bT2Bbct4e1TJ6a0kfquMTwK1V-JirxJDi/pub
61
+ 60,nrosa1,0.2355 ± 0.0080,0.7343 ± 0.0338,0.4436 ± 0.0470,0.7533 ± 0.0228,0.5639 ± 0.0218,https://github.com/nrosa/openadmet-erx-challenge/blob/main/model_report.md
62
+ 61,agitter,0.2367 ± 0.0092,0.7378 ± 0.0348,0.3862 ± 0.0533,0.6797 ± 0.0306,0.5043 ± 0.0259,https://github.com/agitter/openadmet-expansionrx-challenge
63
+ 62,eq_az,0.2395 ± 0.0086,0.7466 ± 0.0296,0.4082 ± 0.0430,0.6425 ± 0.0315,0.4726 ± 0.0266,https://drive.google.com/drive/folders/1AE9iD5EHYA7Kri1Z1hywNPXMaQl0-4iQ
64
+ 63,diliadis,0.2396 ± 0.0083,0.7471 ± 0.0329,0.4293 ± 0.0445,0.7190 ± 0.0253,0.5309 ± 0.0229,https://docs.google.com/document/d/1sdAHKfckhfJBOAnkWTo0iYpFmvKm_nrkSnmymrJgTy0/edit?usp=sharing
65
+ 64,WakuwakuADMET,0.2408 ± 0.0091,0.7508 ± 0.0365,0.3813 ± 0.0547,0.6951 ± 0.0269,0.5059 ± 0.0229,https://huggingface.co/WakuwakuADMET/OpenADMET_ExpansionRx_Challenge_Methodology_Report
66
+ 65,itetko,0.2434 ± 0.0085,0.7590 ± 0.0349,0.4083 ± 0.0474,0.7309 ± 0.0243,0.5421 ± 0.0227,https://docs.google.com/document/d/1wh6lkdgEl7lMLSyxhuMXVd3E4Pqqbo--lPdxb_hoTkM/edit?tab=t.0
67
+ 66,rez3vil,0.2443 ± 0.0095,0.7615 ± 0.0350,0.3527 ± 0.0529,0.6531 ± 0.0317,0.4809 ± 0.0265,https://github.com/rez3vil/OpenADMET-ExpansionRx-Challenge.git
68
+ 67,Kandagalla,0.2449 ± 0.0086,0.7631 ± 0.0266,0.4083 ± 0.0355,0.6421 ± 0.0283,0.4540 ± 0.0232,https://drive.google.com/file/d/1uJbizC6W-chHjzeq7uaQw42Cv91IsEAk/view?usp=sharing
69
+ 68,KNIMEST,0.2487 ± 0.0091,0.7757 ± 0.0379,0.3536 ± 0.0544,0.7127 ± 0.0254,0.5215 ± 0.0225,https://docs.google.com/document/d/1e0LpSpYW4VM2c9xVnSKykDDpP9lvdUSIsAJ6h1qbt4E/edit?usp=drive_link
70
+ 69,AzizA-A,0.2526 ± 0.0091,0.7876 ± 0.0348,0.3523 ± 0.0502,0.6483 ± 0.0303,0.4689 ± 0.0254,https://github.com/AzizAbusaleh/OpenADMET-Challenge2026/blob/3da375b0f8f801a03873ea69622ebb31d7f907fb/Report.pdf
71
+ 70,leeherman,0.2531 ± 0.0103,0.7892 ± 0.0404,0.2991 ± 0.0621,0.6720 ± 0.0290,0.4904 ± 0.0253,https://docs.google.com/document/d/1_VPsW3p-zKztMqxTWbBNwhddvkqRS3ZWLmfO04nU9Lw/edit?usp=sharing
72
+ 71,Kalen_UCL,0.2543 ± 0.0091,0.7928 ± 0.0377,0.3459 ± 0.0536,0.6858 ± 0.0279,0.4997 ± 0.0239,https://docs.google.com/document/d/1KYbdAJxJaDNGEy6DhjyhK7jZJM5J8KHEOX3MAB_b6Jc/edit?usp=sharing
73
+ 72,briford,0.2580 ± 0.0090,0.8046 ± 0.0371,0.3348 ± 0.0546,0.6878 ± 0.0270,0.5003 ± 0.0239,https://github.com/SuperCowPowers/workbench/tree/main/open_admet
74
+ 73,jonswain,0.2581 ± 0.0100,0.8047 ± 0.0370,0.2604 ± 0.0616,0.5472 ± 0.0387,0.3998 ± 0.0307,https://github.com/jonswain/OpenADMET_ExpansionRx_Blind_Challenge
75
+ 74,EGabrielle,0.2592 ± 0.0092,0.8079 ± 0.0316,0.3269 ± 0.0443,0.6220 ± 0.0308,0.4422 ± 0.0248,https://github.com/etiu/Openadmet_competition_v2
76
+ 75,theZone,0.2618 ± 0.0090,0.8164 ± 0.0389,0.3070 ± 0.0564,0.7258 ± 0.0249,0.5368 ± 0.0225,https://drive.google.com/file/d/12OcLMCjM2S1Wz8yuLXZ3on_xwxGMyg3x/view?usp=drive_link
77
+ 76,Apxjmd,0.2666 ± 0.0096,0.8309 ± 0.0333,0.2689 ± 0.0535,0.5834 ± 0.0330,0.4094 ± 0.0259,https://docs.google.com/document/d/1r3o16KmaizQJb67i8G6lsYeIVsjUp3pSsK5u5GPqrBs/edit?usp=sharing
78
+ 77,tiuel,0.2710 ± 0.0096,0.8450 ± 0.0366,0.2713 ± 0.0529,0.6196 ± 0.0316,0.4423 ± 0.0263,https://github.com/etiu/OpenAdmet_competition
79
+ 78,mtqspr_pcamor,0.2712 ± 0.0098,0.8457 ± 0.0443,0.2402 ± 0.0700,0.7644 ± 0.0227,0.5731 ± 0.0214,https://docs.google.com/document/d/1knr4cDWE-Tn0ZmcTqSCfADTN2d6BIQqsnfaN6URv9Nk/edit?usp=sharing
80
+ 79,tomatpercept,0.2716 ± 0.0089,0.8466 ± 0.0320,0.2978 ± 0.0467,0.5952 ± 0.0338,0.4270 ± 0.0274,https://docs.google.com/document/d/1dzNWT8oyR0-ja_zT6q7bBMPfMTOH2gByY25Sbd13UOs/edit?usp=sharing
81
+ 80,csaba-percept-bio,0.2716 ± 0.0089,0.8466 ± 0.0320,0.2978 ± 0.0467,0.5952 ± 0.0338,0.4270 ± 0.0274,https://docs.google.com/document/d/1dzNWT8oyR0-ja_zT6q7bBMPfMTOH2gByY25Sbd13UOs/
82
+ 81,femisegvn,0.2725 ± 0.0104,0.8496 ± 0.0397,0.2188 ± 0.0634,0.5949 ± 0.0340,0.4241 ± 0.0272,https://github.com/femisegvn/ExpansionRx-OpenADMET-blind-challenge
83
+ 82,boltzmann4,0.2748 ± 0.0101,0.8568 ± 0.0388,0.2325 ± 0.0598,0.6026 ± 0.0331,0.4322 ± 0.0270,https://docs.google.com/document/d/1-yiygaQi4SC5-4TdrAo8faxW2CNO7YvJ/edit?usp=sharing&ouid=111440856211122900819&rtpof=true&sd=true
84
+ 83,massazahdeh,0.2780 ± 0.0244,0.8668 ± 0.0795,-1.2908 ± 1.6503,0.7129 ± 0.0278,0.5314 ± 0.0246,https://huggingface.co/spaces/openadmet/OpenADMET-ExpansionRx-Challenge
85
+ 84,tespharma,0.2800 ± 0.0103,0.8731 ± 0.0435,0.1576 ± 0.0732,0.6214 ± 0.0323,0.4463 ± 0.0261,https://docs.google.com/document/d/1ydaJf4kJOlfVOoYlXTEU0JNrINWhEwfM0NSPXJU-FtU/edit?usp=sharing
86
+ 85,metro_mehed,0.2850 ± 0.0106,0.8885 ± 0.0413,0.1629 ± 0.0651,0.5567 ± 0.0337,0.3838 ± 0.0263,https://docs.google.com/document/d/1xseb0nWU162fvvG8jFDoEKX_nx4qEflHMrNmDNSn2Oo/edit?usp=drive_link
87
+ 86,AIDDLin,0.2859 ± 0.0104,0.8914 ± 0.0400,0.1676 ± 0.0644,0.5506 ± 0.0354,0.3881 ± 0.0274,https://github.com/linshaolong11/CAMF.git
88
+ 87,haleemiliyash,0.2898 ± 0.0099,0.9033 ± 0.0330,0.1559 ± 0.0526,0.4728 ± 0.0373,0.3278 ± 0.0274,https://docs.google.com/document/d/1QKNw_Ev6EVsh2faLWFhflS22xxFrdWwcPvSdwYRMBJ0/edit?usp=sharing
89
+ 88,Discoverybytes,0.2908 ± 0.0095,0.9067 ± 0.0367,0.1859 ± 0.0580,0.5439 ± 0.0364,0.3851 ± 0.0281,https://docs.google.com/document/d/1fNlOGOvF_lrqWz8-MY3oNyXKUSy5_wWmZeukAEUUFf0/edit?usp=drive_link
90
+ 89,Harshit494,0.2926 ± 0.0103,0.9122 ± 0.0403,0.1426 ± 0.0669,0.5620 ± 0.0351,0.4000 ± 0.0276,https://github.com/research-al/admet-challenge
91
+ 90,ellieberry,0.2929 ± 0.0106,0.9131 ± 0.0413,0.1332 ± 0.0684,0.5697 ± 0.0346,0.4065 ± 0.0271,https://github.com/etiu/Openadmet_competition_v2
92
+ 91,rymsnyde,0.2929 ± 0.0114,0.9134 ± 0.0466,0.0635 ± 0.0844,0.5538 ± 0.0354,0.3970 ± 0.0283,https://github.com/rymsnyde/LMC-MO-GPR_for_ADMET
93
+ 92,vibeADMET,0.2938 ± 0.0107,0.9160 ± 0.0442,0.1202 ± 0.0741,0.5826 ± 0.0333,0.4153 ± 0.0264,https://docs.google.com/document/d/e/2PACX-1vT8yCpYslYvCvcrZuZElChg6XVSx6HH1U4wZ0sLlHy6828LwVCBXSU4FTpwYvL8hDr7ReomL5q_PPki/pub
94
+ 93,eachanjohnson,0.3037 ± 0.0095,0.9469 ± 0.0395,0.1175 ± 0.0634,0.5644 ± 0.0325,0.3976 ± 0.0257,https://github.com/eachanjohnson/challenge-2601-openadmet
95
+ 94,SystemsCBLab,0.3093 ± 0.0097,0.9641 ± 0.0386,0.1124 ± 0.0589,0.5420 ± 0.0372,0.3857 ± 0.0292,https://github.com/apalania/OpenADMET-ExpansionRx-Challenge/blob/main/MethodologyReport_v2.pdf
96
+ 95,mkruege,0.3095 ± 0.0114,0.9652 ± 0.0507,0.0050 ± 0.0929,0.5952 ± 0.0316,0.4206 ± 0.0256,https://doi.org/10.17617/3.GIKHJL
97
+ 96,wleco22,0.3162 ± 0.0112,0.9858 ± 0.0444,-0.0296 ± 0.0831,0.5560 ± 0.0371,0.4057 ± 0.0288,https://docs.google.com/document/d/1wxbX96aE9hxgvmUqbeLkxdDe4sRU1DcBXKB08eLo8G0/edit?usp=sharing
98
+ 97,latticetower,0.3258 ± 0.0123,1.0156 ± 0.0412,-0.1366 ± 0.1011,0.3798 ± 0.0449,0.2636 ± 0.0326,https://github.com/latticetower/chemney
99
+ 98,sudhir2016,0.3265 ± 0.0120,1.0181 ± 0.0482,-0.0871 ± 0.0940,0.5416 ± 0.0349,0.3771 ± 0.0267,https://gist.github.com/sudhir2016/e6a488fe6a856dfc3d8b6734b612a6a5
100
+ 99,Srajall,0.3439 ± 0.0108,1.0725 ± 0.0491,-0.1276 ± 0.0849,0.5645 ± 0.0349,0.3963 ± 0.0273,https://github.com/srajalcodes/ADMET-Challenge-Report-Methodology/blob/main/README.md
101
+ 100,XeonChem,0.3453 ± 0.0132,1.0767 ± 0.0552,-0.2704 ± 0.1110,0.4707 ± 0.0393,0.3281 ± 0.0297,https://docs.google.com/document/d/1-N0GW_6HnSx4rYVoyKCGjGUWxcBXyxwWsmi38lueZck/edit?usp=sharing
102
+ 101,redjay,0.4238 ± 0.0116,1.3212 ± 0.0457,-0.6217 ± 0.0894,-0.2173 ± 0.0436,-0.1477 ± 0.0295,https://docs.google.com/document/d/1QHhGtEriIm0jGCY5NdTxCxkS6xkUMPakCwgePgGcCj8/edit?tab=t.0
103
+ 102,boltzmann_xgb,0.6613 ± 0.0149,2.0625 ± 0.0931,-2.5598 ± 0.2458,0.5412 ± 0.0352,0.3817 ± 0.0273,https://docs.google.com/document/d/1RFuSB9CzAwwysvgjP2Bo0RXWbIUZsKF-/edit?usp=sharing&ouid=111440856211122900819&rtpof=true&sd=true
104
+ 103,little-WM-atw-2,0.9620 ± 0.0184,2.9993 ± 0.0983,-6.0989 ± 0.3392,-0.0666 ± 0.0444,-0.0397 ± 0.0287,https://github.com/azminewasi/OpenADMET_ExpansionRx
105
+ 104,Sean-Wong,1.0445 ± 0.0169,3.2579 ± 0.1384,-7.0351 ± 0.5428,0.7079 ± 0.0258,0.5197 ± 0.0228,https://github.com/Wang-Lin-boop/Ouroboros
all_leaderboards/leaderboard_cld_results.csv ADDED
@@ -0,0 +1,104 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ final rank,initial rank,user,CLD,MAE_display,RAE_display,R2_display,Spearman R_display,Kendall's Tau_display,model details
2
+ 1,1,pebble,a,0.2242 ± 0.0025,0.5113 ± 0.0070,0.6372 ± 0.0102,0.7932 ± 0.0058,0.6207 ± 0.0056,https://docs.google.com/document/d/11YF4Izk_XffIvXf1LahnTICKf8rbdv9mcYl42-7yt8A/edit?usp=sharing
3
+ 2,3,overfit,b,0.2344 ± 0.0026,0.5284 ± 0.0070,0.6414 ± 0.0100,0.7881 ± 0.0060,0.6082 ± 0.0058,https://docs.google.com/document/d/16QIFGZRlQbZGRnP7PKODNLCRiq029fDoMiEiVFF03hE/edit?usp=sharing
4
+ 3,5,moka,c,0.2331 ± 0.0025,0.5321 ± 0.0070,0.6253 ± 0.0103,0.7912 ± 0.0062,0.6169 ± 0.0058,https://github.com/dahvida/openadmet-expansionrx-blind-challenge-moka
5
+ 4,2,campfire-capillary,d,0.2431 ± 0.0026,0.5517 ± 0.0069,0.5962 ± 0.0103,0.7555 ± 0.0064,0.5818 ± 0.0059,https://github.com/campfire-capillary/OpenADMETExpansionRx/blob/main/README.md
6
+ 5,4,shin-chan,e,0.2432 ± 0.0026,0.5536 ± 0.0073,0.5902 ± 0.0111,0.7686 ± 0.0063,0.5941 ± 0.0058,https://docs.google.com/document/d/1A6sRjezd7GSeLatF7VTE9NeFhmA4rSzmgTvZTL1_Nh4/edit?usp=sharing
7
+ 6,11,HybridADMET,f,0.2454 ± 0.0028,0.5582 ± 0.0072,0.5778 ± 0.0118,0.7590 ± 0.0067,0.5848 ± 0.0062,https://docs.google.com/document/d/1WD2EVaud7UFCZk5qOZ1_sV_UcGgjlQXkSivTRppDq9Q/edit?usp=sharing
8
+ 7,7,rced_nvx,g,0.2482 ± 0.0027,0.5663 ± 0.0073,0.5786 ± 0.0108,0.7465 ± 0.0069,0.5725 ± 0.0062,https://github.com/cedenoruel/OpenADMET-ExpansionRx-Blind-Challenge/blob/main/README.md
9
+ 8,8,tibo,g,0.2485 ± 0.0027,0.5672 ± 0.0073,0.5787 ± 0.0107,0.7491 ± 0.0067,0.5742 ± 0.0061,https://github.com/Tibogoss/OpenADMET-ExpansionRx/blob/main/README.md
10
+ 9,6,beetroot,h,0.2509 ± 0.0027,0.5726 ± 0.0075,0.5721 ± 0.0116,0.7441 ± 0.0071,0.5673 ± 0.0063,https://docs.google.com/document/d/e/2PACX-1vTcBMF2uEAu1POdvZKpA0fHCtvk1JlsolEZQgFZeOxzctH1jILjzsI2uZJL2uL9EZCwdyQ2MsQIJBfy/pub
11
+ 10,25,temal,i,0.2562 ± 0.0027,0.5809 ± 0.0074,0.5514 ± 0.0108,0.7649 ± 0.0061,0.5881 ± 0.0058,https://docs.google.com/document/d/1IqyTGGB2FLgYpptyst0XdTmZCHMETdX3/edit?usp=sharing&ouid=109801295390196144877&rtpof=true&sd=true
12
+ 11,12,yanyn,i,0.2559 ± 0.0026,0.5818 ± 0.0071,0.5628 ± 0.0105,0.7522 ± 0.0065,0.5782 ± 0.0060,https://github.com/yan-notes/openadmet_submit_yan
13
+ 12,9,crh201,i,0.2544 ± 0.0028,0.5824 ± 0.0079,0.5510 ± 0.0129,0.7366 ± 0.0071,0.5610 ± 0.0063,https://docs.google.com/document/d/1bMJvlXRRXZ6S-ZnoGmGkYXiIbZNwiDCp23j-Oq3pOJ0/edit?tab=t.0#heading=h.bjzyy4l1sb7l
14
+ 13,58,arabica,j,0.2581 ± 0.0028,0.5880 ± 0.0075,0.5352 ± 0.0115,0.7514 ± 0.0067,0.5765 ± 0.0062,https://github.com/Ngoson2004/OpenADMET-ExpansionRX-Challenge.git
15
+ 14,15,Gashaw,k,0.2596 ± 0.0026,0.5915 ± 0.0072,0.5526 ± 0.0111,0.7364 ± 0.0070,0.5622 ± 0.0063,https://docs.google.com/document/d/1-CgaIBOqN_156l_J2Ujx0tDy7OOq60k1YD0RJTqkG80/edit?usp=sharing
16
+ 15,19,c-test,l,0.2607 ± 0.0027,0.5940 ± 0.0074,0.5463 ± 0.0109,0.7509 ± 0.0066,0.5768 ± 0.0061,https://docs.google.com/document/d/1-JpjWNB5aB2ShLqFGz7Yhf7g-lrMqXV3PHoufH3tho8/edit?tab=t.0
17
+ 16,14,Universal15,"l,m",0.2626 ± 0.0028,0.5955 ± 0.0076,0.5438 ± 0.0114,0.7520 ± 0.0069,0.5751 ± 0.0062,https://docs.google.com/document/d/1RQTj1BBOKmtHgXschFUa_ZUdz1a0juRI0eXwnnLkPZE/edit?usp=sharing
18
+ 17,27,echo,m,0.2619 ± 0.0027,0.5968 ± 0.0076,0.5416 ± 0.0112,0.7548 ± 0.0066,0.5806 ± 0.0061,https://docs.google.com/document/d/1nUIr9-EZc401HPdzErG6YnzW3BVy7I2CHUXqaIELLaY/edit?usp=sharing
19
+ 18,10,Artichoke,"m,n",0.2623 ± 0.0029,0.5974 ± 0.0074,0.5173 ± 0.0115,0.7209 ± 0.0071,0.5543 ± 0.0063,https://docs.google.com/document/d/1Mbw0uKDZsQ8QAnQO5uBAdS8x3Z-UTfMhP1fqx2pqTD8/edit?usp=sharing
20
+ 19,16,UncertainTea,"n,o",0.2661 ± 0.0027,0.5989 ± 0.0073,0.5508 ± 0.0107,0.7428 ± 0.0068,0.5666 ± 0.0062,https://github.com/un-certain-tea/OpenADMET-ExpansionRx-Challenge
21
+ 20,70,liberica,"o,p",0.2641 ± 0.0028,0.5999 ± 0.0075,0.5224 ± 0.0117,0.7491 ± 0.0070,0.5734 ± 0.0063,https://github.com/Ngoson2004/OpenADMET-ExpansionRX-Challenge.git
22
+ 21,21,beardy-polonium,"p,q",0.2673 ± 0.0028,0.6017 ± 0.0075,0.5345 ± 0.0116,0.7406 ± 0.0069,0.5672 ± 0.0062,https://drive.google.com/file/d/163hHzi_YIoM26sEFSTQ3Wo-2MzInuHeM/view?usp=drive_link
23
+ 22,40,Ensem,q,0.2634 ± 0.0028,0.6029 ± 0.0077,0.5340 ± 0.0112,0.7520 ± 0.0067,0.5770 ± 0.0062,https://docs.google.com/document/d/1BUZ010oL0_fNPmp3Iw28NYi-wkSMz5E8b_RHuQ_dp_0/edit?tab=t.0
24
+ 23,30,JacksonBurns,r,0.2670 ± 0.0029,0.6061 ± 0.0075,0.5266 ± 0.0114,0.7367 ± 0.0067,0.5577 ± 0.0062,https://github.com/JacksonBurns/openadmet_expansionrx/tree/f8efff6e739555337043574af3657cbe7af3e478
25
+ 24,32,Proper,s,0.2681 ± 0.0028,0.6082 ± 0.0073,0.5225 ± 0.0116,0.7339 ± 0.0071,0.5596 ± 0.0063,https://docs.google.com/document/d/103DSkl24b98QG8McQmDVck-3n66LbIPml6r8ND_NldM/edit?usp=sharing
26
+ 25,18,aglisman,s,0.2679 ± 0.0028,0.6090 ± 0.0079,0.5091 ± 0.0125,0.7386 ± 0.0069,0.5639 ± 0.0062,https://github.com/alec-glisman/OpenADMET-ExpansionRx-Blind-Challenge/blob/main/MODEL_CARD.md
27
+ 26,29,vaishnavi53,s,0.2678 ± 0.0027,0.6091 ± 0.0075,0.5240 ± 0.0110,0.7194 ± 0.0072,0.5495 ± 0.0065,https://docs.google.com/document/d/1LGw0CJGVm1hCqLDEkIms7YXPMnHH3LADeEmcWn5xwtI/edit?usp=sharing
28
+ 27,45,Na123,s,0.2662 ± 0.0028,0.6092 ± 0.0079,0.5255 ± 0.0114,0.7503 ± 0.0068,0.5751 ± 0.0062,https://docs.google.com/document/d/1BUZ010oL0_fNPmp3Iw28NYi-wkSMz5E8b_RHuQ_dp_0/edit?usp=sharing
29
+ 28,28,nrosa1,t,0.2700 ± 0.0029,0.6123 ± 0.0079,0.5040 ± 0.0126,0.7375 ± 0.0071,0.5659 ± 0.0064,https://github.com/nrosa/openadmet-erx-challenge/blob/main/model_report.md
30
+ 29,24,chundu05,"t,u",0.2727 ± 0.0029,0.6130 ± 0.0077,0.5211 ± 0.0127,0.7173 ± 0.0074,0.5418 ± 0.0066,https://docs.google.com/document/d/1DMiIxDK20FzTZgmBoZsy_FQw0iJGHhZYAhiNAc_SV_Q/edit?tab=t.0#heading=h.s2yx44dt2a2z
31
+ 30,23,robusta,"t,u",0.2713 ± 0.0030,0.6133 ± 0.0079,0.4747 ± 0.0141,0.7376 ± 0.0073,0.5644 ± 0.0065,https://github.com/Ngoson2004/OpenADMET-ExpansionRX-Challenge.git
32
+ 31,20,Hydra,u,0.2731 ± 0.0032,0.6142 ± 0.0081,0.4497 ± 0.0151,0.7082 ± 0.0076,0.5456 ± 0.0065,https://docs.google.com/document/d/1Jbr7aBBScvanrqfzYsnE1m-a3fJxgv_BIcfDQWls6BQ/edit?usp=sharing
33
+ 32,44,Shorku,v,0.2703 ± 0.0028,0.6162 ± 0.0080,0.5244 ± 0.0116,0.7327 ± 0.0072,0.5581 ± 0.0064,https://github.com/Shorku/OpenADMET_ExpansionRx_Blind_Challenge
34
+ 33,36,chiliflake,v,0.2698 ± 0.0028,0.6179 ± 0.0077,0.5106 ± 0.0113,0.7304 ± 0.0064,0.5533 ± 0.0059,https://docs.google.com/document/d/e/2PACX-1vR3i2EDTBjTZRKv2EIU0HJeCZRVPHpRk4LQ_LKuexDPphwveWyVCLWNZECGrW7KXPL9ZqdGNApNWh37/pub
35
+ 34,38,interstellar-explorer,w,0.2763 ± 0.0032,0.6214 ± 0.0082,0.4633 ± 0.0146,0.7169 ± 0.0075,0.5494 ± 0.0065,https://docs.google.com/document/d/1cplc30gDCRcweL39KcN27ANOYPi9sZD_tAtfnMwgoeU/edit?usp=sharing
36
+ 35,39,molairity,"w,x",0.2698 ± 0.0028,0.6228 ± 0.0078,0.5129 ± 0.0112,0.7221 ± 0.0071,0.5464 ± 0.0064,https://docs.google.com/document/d/1gszarZfGCUkn6ZyPhTazd0C3fyjuM3d2vcYY5EW7Lxw/edit?usp=sharing
37
+ 36,52,tmp1234,"w,x",0.2702 ± 0.0029,0.6233 ± 0.0082,0.4968 ± 0.0132,0.7201 ± 0.0075,0.5488 ± 0.0065,https://docs.google.com/document/d/e/2PACX-1vQ1OAnGO4ZvVFwiiSUmFvaBfk8Hjetun_yDboslS6-p0GglV3vAgV1gZ1fJT0g1PtRlXcuS50kodogE/pub
38
+ 37,26,okidoki,x,0.2762 ± 0.0029,0.6239 ± 0.0082,0.5056 ± 0.0119,0.7333 ± 0.0066,0.5552 ± 0.0061,https://docs.google.com/document/d/1yD6ZppdthvohCvc1fYvUi57Jsxu1XS5nuRYwHEGblp4/edit?tab=t.0
39
+ 38,42,combo,y,0.2795 ± 0.0030,0.6261 ± 0.0076,0.5078 ± 0.0148,0.7154 ± 0.0073,0.5379 ± 0.0065,https://docs.google.com/document/d/1oWa1P6HHcntg8GSvAhLG8e576mYATK3HwOhCsVihWx8/edit?usp=drivesdk
40
+ 39,54,Mlzzzzz,y,0.2758 ± 0.0029,0.6272 ± 0.0072,0.4934 ± 0.0111,0.7055 ± 0.0073,0.5311 ± 0.0064,https://docs.google.com/document/d/1NsDLCBnDzkOVd4bWe7iVAiZ3y-4PUTF3DdlDlJy7j3o/edit?tab=t.0
41
+ 40,65,median3,z,0.2809 ± 0.0029,0.6330 ± 0.0074,0.4978 ± 0.0107,0.7096 ± 0.0070,0.5340 ± 0.0063,https://docs.google.com/document/d/1TC8rbtKGD0wOh3CmvKCnoz_Lkflniip9-4IgKkBPOY8/edit?usp=sharing
42
+ 41,47,wikke69,z,0.2820 ± 0.0029,0.6338 ± 0.0078,0.4975 ± 0.0123,0.7138 ± 0.0074,0.5405 ± 0.0066,https://gist.github.com/dehaenw/1318d2265db7ab2744306a7b26e1c535
43
+ 42,22,martin,A,0.2771 ± 0.0030,0.6387 ± 0.0089,0.4613 ± 0.0149,0.7039 ± 0.0078,0.5315 ± 0.0066,https://docs.google.com/document/d/1bMJvlXRRXZ6S-ZnoGmGkYXiIbZNwiDCp23j-Oq3pOJ0/edit?tab=t.0#heading=h.bjzyy4l1sb7l
44
+ 43,59,mechaman,A,0.2803 ± 0.0031,0.6390 ± 0.0081,0.4465 ± 0.0134,0.6989 ± 0.0077,0.5259 ± 0.0066,https://docs.google.com/document/d/1AKNCdPrxqh9QTG1RwOPitm7AUvUHLNl341EzFl9t4o8/edit?usp=sharing
45
+ 44,63,madie31,B,0.2861 ± 0.0029,0.6419 ± 0.0078,0.4817 ± 0.0114,0.6901 ± 0.0070,0.5164 ± 0.0063,https://deu01.safelinks.protection.outlook.com/?url=https%3A%2F%2Fdocs.google.com%2Fdocument%2Fd%2F1bwf4dckzznWy4DbNXrNxB_jbWFAwRAGa%2Fedit%3Fusp%3Ddrive_link%26ouid%3D100007225775794272332%26rtpof%3Dtrue%26sd%3Dtrue&data=05%7C02%7CLaetitia.Breuil%40evotec.com%7C6adc287ff3c74acba6d008de56a9a9f2%7C3047e55219ba4ca2a020799287660985%7C0%7C0%7C639043483862053326%7CUnknown%7CTWFpbGZsb3d8eyJFbXB0eU1hcGkiOnRydWUsIlYiOiIwLjAuMDAwMCIsIlAiOiJXaW4zMiIsIkFOIjoiTWFpbCIsIldUIjoyfQ%3D%3D%7C0%7C%7C%7C&sdata=W%2BY9Rq8RyDV5P2u3sO5%2Bi1CT1Tlwlv5tA0qHU%2BkppM0%3D&reserved=0
46
+ 45,68,pequqa,B,0.2857 ± 0.0029,0.6426 ± 0.0071,0.4933 ± 0.0112,0.6955 ± 0.0074,0.5190 ± 0.0065,https://docs.google.com/document/d/12ZIbady_SwV9ICSvMWcKBPoGAZxVbn5_f-xpMaK6iJA/edit?usp=sharing
47
+ 46,73,ZaZdrowie,C,0.2869 ± 0.0029,0.6454 ± 0.0072,0.4951 ± 0.0104,0.7114 ± 0.0075,0.5316 ± 0.0065,https://gist.github.com/vchupakhinslp/4eac9f483b2b55168ed4f0d10d92455c
48
+ 47,79,rappleton,C,0.2838 ± 0.0029,0.6455 ± 0.0077,0.4848 ± 0.0112,0.7234 ± 0.0072,0.5491 ± 0.0064,https://github.com/R-applet/ADMET_Challenge_2025/tree/main
49
+ 48,88,kermt-t,D,0.2826 ± 0.0029,0.6486 ± 0.0079,0.4557 ± 0.0117,0.7146 ± 0.0069,0.5427 ± 0.0062,https://docs.google.com/document/d/1EZ99fCvqHSbhJxk2tqUKNOcVmi-iDENwvK1zuVqGLpc/edit?usp=sharing
50
+ 49,71,briford,E,0.2850 ± 0.0030,0.6532 ± 0.0084,0.4559 ± 0.0123,0.7028 ± 0.0079,0.5285 ± 0.0068,https://github.com/SuperCowPowers/workbench/tree/main/open_admet
51
+ 50,86,WakuwakuADMET,F,0.2851 ± 0.0030,0.6558 ± 0.0084,0.4547 ± 0.0134,0.6909 ± 0.0075,0.5178 ± 0.0064,https://huggingface.co/WakuwakuADMET/OpenADMET_ExpansionRx_Challenge_Methodology_Report
52
+ 51,116,Q_Accel,G,0.2931 ± 0.0031,0.6684 ± 0.0085,0.4117 ± 0.0147,0.6801 ± 0.0077,0.5120 ± 0.0066,https://docs.google.com/document/d/1f5yJKuEwGoVsXdp3lB_lnuruEi86-M7SNyhrRkBRbDs/edit?usp=sharing
53
+ 52,90,DMakarov,G,0.2923 ± 0.0031,0.6689 ± 0.0083,0.4258 ± 0.0127,0.6698 ± 0.0078,0.4970 ± 0.0067,https://github.com/MDMISC/OpenADMET
54
+ 53,114,lifaen,H,0.2989 ± 0.0031,0.6755 ± 0.0082,0.4048 ± 0.0137,0.6687 ± 0.0077,0.5013 ± 0.0065,https://docs.google.com/document/d/1ng3NAEPVjCxvTXzGQfE4bCtfqj0Tms-Zkxr3YyfHBZA/edit?usp=sharing
55
+ 54,120,jeremy,I,0.2984 ± 0.0029,0.6813 ± 0.0084,0.4360 ± 0.0135,0.6828 ± 0.0079,0.5118 ± 0.0068,https://github.com/jeremycheminf/openadmet_scripts/tree/main
56
+ 55,110,theZone,I,0.2941 ± 0.0031,0.6814 ± 0.0094,0.4328 ± 0.0145,0.7123 ± 0.0077,0.5380 ± 0.0065,https://drive.google.com/file/d/12OcLMCjM2S1Wz8yuLXZ3on_xwxGMyg3x/view?usp=drive_link
57
+ 56,111,KagakuData,I,0.3055 ± 0.0031,0.6815 ± 0.0080,0.4370 ± 0.0121,0.6799 ± 0.0080,0.5052 ± 0.0071,https://github.com/KagakuAI/QSARcons
58
+ 57,101,diliadis,J,0.3028 ± 0.0030,0.6835 ± 0.0080,0.4369 ± 0.0117,0.6792 ± 0.0075,0.5057 ± 0.0065,https://docs.google.com/document/d/1sdAHKfckhfJBOAnkWTo0iYpFmvKm_nrkSnmymrJgTy0/edit?usp=sharing
59
+ 58,118,vibdsobeyens,J,0.2995 ± 0.0033,0.6844 ± 0.0089,0.3894 ± 0.0153,0.6562 ± 0.0085,0.4872 ± 0.0071,https://docs.google.com/document/d/1sdAHKfckhfJBOAnkWTo0iYpFmvKm_nrkSnmymrJgTy0/edit?tab=t.0#heading=h.6pqvt9f1ijp7
60
+ 59,109,leeherman,K,0.3068 ± 0.0032,0.6882 ± 0.0090,0.4120 ± 0.0142,0.6695 ± 0.0081,0.4969 ± 0.0071,https://docs.google.com/document/d/1_VPsW3p-zKztMqxTWbBNwhddvkqRS3ZWLmfO04nU9Lw/edit?usp=sharing
61
+ 60,138,rez3vil,L,0.3096 ± 0.0031,0.6963 ± 0.0085,0.4110 ± 0.0129,0.6536 ± 0.0084,0.4838 ± 0.0073,https://github.com/rez3vil/OpenADMET-ExpansionRx-Challenge.git
62
+ 61,143,agitter,M,0.3124 ± 0.0031,0.7015 ± 0.0085,0.4067 ± 0.0130,0.6677 ± 0.0082,0.4949 ± 0.0071,https://github.com/agitter/openadmet-expansionrx-challenge
63
+ 62,165,riemann,N,0.3138 ± 0.0031,0.7083 ± 0.0082,0.3710 ± 0.0133,0.6500 ± 0.0077,0.4813 ± 0.0065,https://docs.google.com/document/d/1N_huCHcjGN2OpioMyZBE3Pi5LRhVJoG2t3CFkqIHy50/edit?usp=sharing
64
+ 63,169,itetko,O,0.3133 ± 0.0030,0.7115 ± 0.0079,0.3908 ± 0.0117,0.6868 ± 0.0076,0.5124 ± 0.0066,https://docs.google.com/document/d/1wh6lkdgEl7lMLSyxhuMXVd3E4Pqqbo--lPdxb_hoTkM/edit?tab=t.0
65
+ 64,170,davidgiganti,O,0.3132 ± 0.0033,0.7129 ± 0.0075,0.3506 ± 0.0130,0.6486 ± 0.0089,0.4820 ± 0.0073,https://github.com/davidgiganti-ship-it/OpenADMET-ExpansionRx-Challenge
66
+ 65,150,KNIMEST,P,0.3115 ± 0.0033,0.7184 ± 0.0102,0.3507 ± 0.0180,0.6707 ± 0.0081,0.4969 ± 0.0068,https://docs.google.com/document/d/1e0LpSpYW4VM2c9xVnSKykDDpP9lvdUSIsAJ6h1qbt4E/edit?usp=drive_link
67
+ 66,167,iCsmiles,P,0.3154 ± 0.0032,0.7184 ± 0.0079,0.3490 ± 0.0128,0.6424 ± 0.0079,0.4719 ± 0.0068,https://huggingface.co/datasets/JustLeonard/ML/blob/main/readmev2.pdf
68
+ 67,156,EGabrielle,P,0.3121 ± 0.0030,0.7185 ± 0.0082,0.4004 ± 0.0113,0.6581 ± 0.0082,0.4846 ± 0.0070,https://github.com/etiu/Openadmet_competition_v2
69
+ 68,148,AzizA-A,Q,0.3240 ± 0.0031,0.7238 ± 0.0084,0.3827 ± 0.0125,0.6548 ± 0.0081,0.4837 ± 0.0070,https://github.com/AzizAbusaleh/OpenADMET-Challenge2026/blob/3da375b0f8f801a03873ea69622ebb31d7f907fb/Report.pdf
70
+ 69,160,tespharma,R,0.3156 ± 0.0031,0.7258 ± 0.0094,0.3508 ± 0.0148,0.6706 ± 0.0083,0.4961 ± 0.0069,https://docs.google.com/document/d/1ydaJf4kJOlfVOoYlXTEU0JNrINWhEwfM0NSPXJU-FtU/edit?usp=sharing
71
+ 70,139,Kalen_UCL,R,0.3224 ± 0.0030,0.7260 ± 0.0087,0.3918 ± 0.0119,0.6586 ± 0.0078,0.4839 ± 0.0067,https://docs.google.com/document/d/1KYbdAJxJaDNGEy6DhjyhK7jZJM5J8KHEOX3MAB_b6Jc/edit?usp=sharing
72
+ 71,178,eq_az,"R,S",0.3171 ± 0.0030,0.7272 ± 0.0075,0.3850 ± 0.0113,0.6507 ± 0.0080,0.4806 ± 0.0069,https://drive.google.com/drive/folders/1AE9iD5EHYA7Kri1Z1hywNPXMaQl0-4iQ
73
+ 72,152,ellieberry,S,0.3153 ± 0.0030,0.7284 ± 0.0087,0.3813 ± 0.0128,0.6525 ± 0.0083,0.4828 ± 0.0070,https://github.com/etiu/Openadmet_competition_v2
74
+ 73,155,tiuel,T,0.3262 ± 0.0032,0.7328 ± 0.0088,0.3741 ± 0.0137,0.6415 ± 0.0088,0.4710 ± 0.0074,https://github.com/etiu/OpenAdmet_competition
75
+ 74,176,jonswain,T,0.3262 ± 0.0033,0.7341 ± 0.0086,0.3352 ± 0.0140,0.6119 ± 0.0089,0.4489 ± 0.0072,https://github.com/jonswain/OpenADMET_ExpansionRx_Blind_Challenge
76
+ 75,189,3dprint,U,0.3269 ± 0.0033,0.7409 ± 0.0072,0.3251 ± 0.0121,0.5778 ± 0.0085,0.4178 ± 0.0068,https://tinyurl.com/mnb2csbe
77
+ 76,221,pykel,U,0.3176 ± 0.0034,0.7417 ± 0.0086,0.3023 ± 0.0161,0.6205 ± 0.0090,0.4581 ± 0.0073,https://docs.google.com/document/d/e/2PACX-1vSu7dHC9-lGeMKyqHaiiPM3Ji_Mb-eLKKtOd453WzbMSH9bT2Bbct4e1TJ6a0kfquMTwK1V-JirxJDi/pub
78
+ 77,201,wleco22,V,0.3328 ± 0.0033,0.7557 ± 0.0092,0.3329 ± 0.0149,0.6315 ± 0.0087,0.4619 ± 0.0073,https://docs.google.com/document/d/1wxbX96aE9hxgvmUqbeLkxdDe4sRU1DcBXKB08eLo8G0/edit?usp=sharing
79
+ 78,190,femisegvn,W,0.3420 ± 0.0033,0.7614 ± 0.0091,0.3253 ± 0.0148,0.6205 ± 0.0086,0.4512 �� 0.0072,https://github.com/femisegvn/ExpansionRx-OpenADMET-blind-challenge
80
+ 79,240,Kandagalla,X,0.3431 ± 0.0035,0.7716 ± 0.0090,0.2747 ± 0.0157,0.5789 ± 0.0096,0.4152 ± 0.0077,https://drive.google.com/file/d/1uJbizC6W-chHjzeq7uaQw42Cv91IsEAk/view?usp=sharing
81
+ 80,247,csaba-percept-bio,Y,0.3405 ± 0.0033,0.7736 ± 0.0081,0.2929 ± 0.0129,0.5988 ± 0.0089,0.4331 ± 0.0074,https://docs.google.com/document/d/1dzNWT8oyR0-ja_zT6q7bBMPfMTOH2gByY25Sbd13UOs/
82
+ 81,248,tomatpercept,Y,0.3405 ± 0.0033,0.7736 ± 0.0081,0.2929 ± 0.0129,0.5988 ± 0.0089,0.4331 ± 0.0074,https://docs.google.com/document/d/1dzNWT8oyR0-ja_zT6q7bBMPfMTOH2gByY25Sbd13UOs/edit?usp=sharing
83
+ 82,208,Harshit494,Z,0.3452 ± 0.0032,0.7765 ± 0.0089,0.3186 ± 0.0133,0.6191 ± 0.0088,0.4506 ± 0.0074,https://github.com/research-al/admet-challenge
84
+ 83,207,vibeADMET,@a,0.3489 ± 0.0032,0.7822 ± 0.0092,0.3015 ± 0.0141,0.6041 ± 0.0087,0.4398 ± 0.0073,https://docs.google.com/document/d/e/2PACX-1vT8yCpYslYvCvcrZuZElChg6XVSx6HH1U4wZ0sLlHy6828LwVCBXSU4FTpwYvL8hDr7ReomL5q_PPki/pub
85
+ 84,261,SystemsCBLab,@b,0.3447 ± 0.0032,0.7926 ± 0.0082,0.2898 ± 0.0125,0.5955 ± 0.0093,0.4349 ± 0.0075,https://github.com/apalania/OpenADMET-ExpansionRx-Challenge/blob/main/MethodologyReport_v2.pdf
86
+ 85,198,XeonChem,@c,0.3441 ± 0.0035,0.7964 ± 0.0109,0.1959 ± 0.0200,0.6288 ± 0.0093,0.4632 ± 0.0076,https://docs.google.com/document/d/1-N0GW_6HnSx4rYVoyKCGjGUWxcBXyxwWsmi38lueZck/edit?usp=sharing
87
+ 86,259,Discoverybytes,@c,0.3571 ± 0.0035,0.7978 ± 0.0091,0.2630 ± 0.0146,0.5599 ± 0.0099,0.4019 ± 0.0080,https://docs.google.com/document/d/1fNlOGOvF_lrqWz8-MY3oNyXKUSy5_wWmZeukAEUUFf0/edit?usp=drive_link
88
+ 87,214,mkruege,@d,0.3478 ± 0.0034,0.8011 ± 0.0110,0.2317 ± 0.0187,0.6270 ± 0.0082,0.4549 ± 0.0068,https://doi.org/10.17617/3.GIKHJL
89
+ 88,149,massazahdeh,@d,0.3646 ± 0.0152,0.8014 ± 0.0288,-7.9559 ± 3.1500,0.6992 ± 0.0075,0.5244 ± 0.0066,https://huggingface.co/spaces/openadmet/OpenADMET-ExpansionRx-Challenge
90
+ 89,242,AIDDLin,@e,0.3595 ± 0.0036,0.8119 ± 0.0098,0.2048 ± 0.0172,0.5706 ± 0.0089,0.4119 ± 0.0072,https://github.com/linshaolong11/CAMF.git
91
+ 90,277,rymsnyde,@f,0.3637 ± 0.0034,0.8308 ± 0.0104,0.1705 ± 0.0181,0.5764 ± 0.0089,0.4179 ± 0.0072,https://github.com/rymsnyde/LMC-MO-GPR_for_ADMET
92
+ 91,284,boltzmann4,@g,0.3696 ± 0.0032,0.8402 ± 0.0098,0.2004 ± 0.0169,0.6317 ± 0.0084,0.4617 ± 0.0071,https://docs.google.com/document/d/1-yiygaQi4SC5-4TdrAo8faxW2CNO7YvJ/edit?usp=sharing&ouid=111440856211122900819&rtpof=true&sd=true
93
+ 92,296,Apxjmd,@h,0.3787 ± 0.0036,0.8591 ± 0.0091,0.1321 ± 0.0162,0.5152 ± 0.0093,0.3712 ± 0.0072,https://docs.google.com/document/d/1r3o16KmaizQJb67i8G6lsYeIVsjUp3pSsK5u5GPqrBs/edit?usp=sharing
94
+ 93,303,eachanjohnson,@i,0.3894 ± 0.0034,0.8886 ± 0.0086,0.1130 ± 0.0141,0.4971 ± 0.0096,0.3528 ± 0.0074,https://github.com/eachanjohnson/challenge-2601-openadmet
95
+ 94,305,metro_mehed,@i,0.3963 ± 0.0034,0.8892 ± 0.0094,0.1210 ± 0.0148,0.5396 ± 0.0094,0.3812 ± 0.0073,https://docs.google.com/document/d/1xseb0nWU162fvvG8jFDoEKX_nx4qEflHMrNmDNSn2Oo/edit?usp=drive_link
96
+ 95,309,sudhir2016,@j,0.4010 ± 0.0036,0.9010 ± 0.0104,0.0614 ± 0.0203,0.5365 ± 0.0100,0.3784 ± 0.0075,https://gist.github.com/sudhir2016/e6a488fe6a856dfc3d8b6734b612a6a5
97
+ 96,317,mtqspr_pcamor,@k,0.4450 ± 0.0038,1.0122 ± 0.0139,-0.1798 ± 0.0310,0.6780 ± 0.0075,0.5037 ± 0.0067,https://docs.google.com/document/d/1knr4cDWE-Tn0ZmcTqSCfADTN2d6BIQqsnfaN6URv9Nk/edit?usp=sharing
98
+ 97,321,haleemiliyash,@l,0.4779 ± 0.0038,1.0347 ± 0.0119,-0.2537 ± 0.0258,0.4845 ± 0.0106,0.3425 ± 0.0080,https://docs.google.com/document/d/1QKNw_Ev6EVsh2faLWFhflS22xxFrdWwcPvSdwYRMBJ0/edit?usp=sharing
99
+ 98,331,latticetower,@m,0.4529 ± 0.0044,1.0542 ± 0.0134,-0.4338 ± 0.0396,0.4646 ± 0.0103,0.3290 ± 0.0077,https://github.com/latticetower/chemney
100
+ 99,341,redjay,@n,0.5510 ± 0.0045,1.2449 ± 0.0139,-0.5820 ± 0.0285,0.1543 ± 0.0106,0.1067 ± 0.0075,https://docs.google.com/document/d/1QHhGtEriIm0jGCY5NdTxCxkS6xkUMPakCwgePgGcCj8/edit?tab=t.0
101
+ 100,348,boltzmann_xgb,@o,0.6857 ± 0.0043,1.4456 ± 0.0175,-1.1286 ± 0.0425,0.4925 ± 0.0106,0.3487 ± 0.0081,https://docs.google.com/document/d/1RFuSB9CzAwwysvgjP2Bo0RXWbIUZsKF-/edit?usp=sharing&ouid=111440856211122900819&rtpof=true&sd=true
102
+ 101,346,Srajall,@p,0.7797 ± 0.0040,1.5618 ± 0.0184,-1.7338 ± 0.0619,0.3041 ± 0.0090,0.2245 ± 0.0071,https://github.com/srajalcodes/ADMET-Challenge-Report-Methodology/blob/main/README.md
103
+ 102,361,little-WM-atw-2,@r,0.7939 ± 0.0053,1.9202 ± 0.0240,-2.7940 ± 0.0710,0.0242 ± 0.0120,0.0171 ± 0.0082,https://github.com/azminewasi/OpenADMET_ExpansionRx
104
+ 103,396,Sean-Wong,@q,1.2101 ± 0.0054,2.7406 ± 0.0329,-5.5734 ± 0.1445,0.6353 ± 0.0090,0.4673 ± 0.0072,https://github.com/Wang-Lin-boop/Ouroboros
app.py CHANGED
@@ -3,6 +3,7 @@ from gradio_leaderboard import Leaderboard
3
  from gradio.themes.utils import sizes
4
  import pandas as pd
5
  import numpy as np
 
6
 
7
  from evaluate import submit_data, evaluate_data
8
  from utils import (
@@ -22,6 +23,8 @@ import threading
22
 
23
 
24
  ALL_EPS = ['Average'] + ENDPOINTS
 
 
25
 
26
  def build_leaderboard(df_results, df_results_raw):
27
  logger.info("Rebuilding leaderboard data...")
@@ -73,10 +76,44 @@ def build_leaderboard(df_results, df_results_raw):
73
  logger.info("Finished rebuilding leaderboard data.")
74
  return per_ep
75
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
76
  def get_leaderboard_csv(df_results: pd.DataFrame) -> str:
77
  """Auxiliary function to save leaderboard to temp csv file
78
  """
79
- import os
80
  # Generate csv-friendly version of leaderboard
81
  df = df_results[df_results["Endpoint"] == "Average"].copy()
82
 
@@ -98,8 +135,16 @@ def get_leaderboard_csv(df_results: pd.DataFrame) -> str:
98
  current_lb.to_csv(temp_filepath, index=False)
99
  return temp_filepath
100
 
 
 
 
 
 
 
 
 
101
  # Initialize global dataframe
102
- current_df, current_df_raw = fetch_dataset_df()
103
 
104
  # # Initialize global counter
105
  # data_version_counter = 0
@@ -112,20 +157,20 @@ def update_current_dataframe():
112
  logger.debug(f"Dataset version updated")
113
  time.sleep(60) # Check for updates every 60 sec
114
 
115
- threading.Thread(target=update_current_dataframe, daemon=True).start()
116
 
117
 
118
 
119
 
120
  with gr.Blocks(title="OpenADMET ADMET Challenge", fill_height=False,
121
  theme=gr.themes.Default(text_size=sizes.text_lg)) as demo:
122
- timer = gr.Timer(30) # Run every 30 seconds
123
  data_version = gr.State(value=0)
124
  def increment_data_version(current_version):
125
  logger.debug("Incrementing data version counter... to " + str(current_version + 1))
126
  return current_version + 1
127
 
128
- timer.tick(fn=increment_data_version, inputs=[data_version], outputs=data_version)
129
 
130
  ### Header
131
  with gr.Row():
@@ -140,9 +185,10 @@ with gr.Blocks(title="OpenADMET ADMET Challenge", fill_height=False,
140
  We released an intermediate leaderboard on December 2nd, with submissions evaluated against the full blinded test set.
141
  Check it out on the OpenADMET [blog](https://openadmet.ghost.io/openadmet-expansionrx-blind-challenge-2/)!
142
 
143
- **The challenge is closing on January 19, 2026**: Please make sure that you include a link to a model report with your **last** submission before that date.
144
- **Submissions without a report won't be considered for the final leaderboard!**
145
- Acceptable formats include a Github repository or a Google Doc based on this [template](https://docs.google.com/document/d/1bttGiBQcLiSXFngmzUdEqVchzPhj-hcYLtYMszaOqP8/edit?usp=sharing) (very high-level description).
 
146
  """
147
  )
148
  with gr.Column(scale=2): # smaller side column for logo
@@ -325,15 +371,17 @@ with gr.Blocks(title="OpenADMET ADMET Challenge", fill_height=False,
325
  """)
326
  # Make separate leaderboards in separate tabs
327
  #per_ep = build_leaderboard()
 
328
  # Aggregated leaderboard
329
  with gr.TabItem('OVERALL', elem_id="all_tab"):
 
330
  lboard_dict['Average'] = Leaderboard(
331
- value=build_leaderboard(current_df, current_df_raw)['Average'],
332
  datatype=['number'] + LB_DTYPES,
333
  select_columns=LB_AVG,
334
  search_columns=["user"],
335
  render=True,
336
- every=60,
337
  )
338
  # Set up button to download leaderboard as csv file
339
  download_lb = gr.DownloadButton(
@@ -347,24 +395,60 @@ with gr.Blocks(title="OpenADMET ADMET Challenge", fill_height=False,
347
  outputs=download_lb,
348
  show_progress="hidden",
349
  )
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
350
  # per-endpoint leaderboard
351
  for endpoint in ENDPOINTS:
352
  with gr.TabItem(endpoint):
 
 
353
  lboard_dict[endpoint] = Leaderboard(
354
- value=build_leaderboard(current_df, current_df_raw)[endpoint],
355
- datatype=LB_DTYPES,
356
- select_columns=LB_COLS,
357
  search_columns=["user"],
358
  render=True,
359
- every=60,
 
 
 
 
 
 
 
 
 
 
 
 
360
  )
361
  # Auto-refresh
362
- def refresh_if_changed():
363
- logger.info("Refreshing on timer tick...")
364
- per_ep = build_leaderboard(current_df, current_df_raw)
365
- #return [gr.update(value=per_ep.get(ep, pd.DataFrame(columns=LB_COLS))) for ep in ALL_EPS]
366
- return [per_ep[ep] for ep in ALL_EPS]
367
- data_version.change(fn=refresh_if_changed, outputs=[lboard_dict[ep] for ep in ALL_EPS])
368
  with gr.TabItem("✉️ Submit"):
369
  gr.Markdown(
370
  """
 
3
  from gradio.themes.utils import sizes
4
  import pandas as pd
5
  import numpy as np
6
+ import os
7
 
8
  from evaluate import submit_data, evaluate_data
9
  from utils import (
 
23
 
24
 
25
  ALL_EPS = ['Average'] + ENDPOINTS
26
+ final_cols = ["rank", "user", "CLD", "MA-RAE", "R2", "Spearman R", "Kendall's Tau", "model details"]
27
+ ep_cols = ["rank", "user", "MAE", "R2", "Spearman R", "Kendall's Tau", "model details"]
28
 
29
  def build_leaderboard(df_results, df_results_raw):
30
  logger.info("Rebuilding leaderboard data...")
 
76
  logger.info("Finished rebuilding leaderboard data.")
77
  return per_ep
78
 
79
+ def build_leaderboard_static():
80
+ """Auxiliary function to add static leaderboars:
81
+ - Last intermeadiate leaderboard
82
+ - Final leaderboard for each endpoint
83
+ - Final leaderboard to be on a separate tab
84
+ """
85
+ # Load csv files of avg leaderboards
86
+ inter_leaderboard = pd.read_csv("all_leaderboards/current_leaderboard.csv")
87
+ final_leaderboard = pd.read_csv("all_leaderboards/leaderboard_cld_results.csv")
88
+
89
+ per_ep = {}
90
+ inter_leaderboard['model details'] = inter_leaderboard['model details'].apply(lambda x: make_tag_clickable(x)).astype(str)
91
+ per_ep["Average"] = inter_leaderboard[LB_AVG]
92
+ df = final_leaderboard.rename(columns={"final rank": "rank",
93
+ "RAE_display": "MA-RAE",
94
+ "R2_display": "R2",
95
+ "Spearman R_display":"Spearman R",
96
+ "Kendall's Tau_display": "Kendall's Tau",
97
+ })
98
+ # df['model details'] = df['model details'].apply(lambda x: make_tag_clickable(x)).astype(str)
99
+ per_ep["Final"] = df[final_cols]
100
+
101
+ for ep in ENDPOINTS:
102
+ endpoint_safe = ep.replace(' ', '_').replace(">", '')
103
+ df = pd.read_csv(f"all_leaderboards/leaderboard_{endpoint_safe}_results.csv")
104
+ df = df.rename(columns={"final rank": "rank",
105
+ "MAE_display": "MAE",
106
+ "R2_display": "R2",
107
+ "Spearman R_display":"Spearman R",
108
+ "Kendall's Tau_display": "Kendall's Tau",
109
+ })
110
+ per_ep[ep] = df[ep_cols]
111
+
112
+ return per_ep
113
+
114
  def get_leaderboard_csv(df_results: pd.DataFrame) -> str:
115
  """Auxiliary function to save leaderboard to temp csv file
116
  """
 
117
  # Generate csv-friendly version of leaderboard
118
  df = df_results[df_results["Endpoint"] == "Average"].copy()
119
 
 
135
  current_lb.to_csv(temp_filepath, index=False)
136
  return temp_filepath
137
 
138
+ def get_leaderboard_csv_aux(df_lb: pd.DataFrame, lb_type: str) -> str:
139
+ """Aux function for pre-formatted LBs
140
+ """
141
+ # Temporary file
142
+ temp_dir = tempfile.gettempdir()
143
+ temp_filepath = os.path.join(temp_dir, f"{lb_type}_leaderboard.csv")
144
+ df_lb.to_csv(temp_filepath, index=False)
145
+ return temp_filepath
146
  # Initialize global dataframe
147
+ # current_df, current_df_raw = fetch_dataset_df()
148
 
149
  # # Initialize global counter
150
  # data_version_counter = 0
 
157
  logger.debug(f"Dataset version updated")
158
  time.sleep(60) # Check for updates every 60 sec
159
 
160
+ # threading.Thread(target=update_current_dataframe, daemon=True).start()
161
 
162
 
163
 
164
 
165
  with gr.Blocks(title="OpenADMET ADMET Challenge", fill_height=False,
166
  theme=gr.themes.Default(text_size=sizes.text_lg)) as demo:
167
+ # timer = gr.Timer(30) # Run every 30 seconds
168
  data_version = gr.State(value=0)
169
  def increment_data_version(current_version):
170
  logger.debug("Incrementing data version counter... to " + str(current_version + 1))
171
  return current_version + 1
172
 
173
+ # timer.tick(fn=increment_data_version, inputs=[data_version], outputs=data_version)
174
 
175
  ### Header
176
  with gr.Row():
 
185
  We released an intermediate leaderboard on December 2nd, with submissions evaluated against the full blinded test set.
186
  Check it out on the OpenADMET [blog](https://openadmet.ghost.io/openadmet-expansionrx-blind-challenge-2/)!
187
 
188
+ **This challenge closed on January 19, 2026**. The final leaderboard can be found in the **FINAL** tab.
189
+
190
+
191
+ A new challenge is coming soon. Stay tuned!
192
  """
193
  )
194
  with gr.Column(scale=2): # smaller side column for logo
 
371
  """)
372
  # Make separate leaderboards in separate tabs
373
  #per_ep = build_leaderboard()
374
+ df_per_ep = build_leaderboard_static()
375
  # Aggregated leaderboard
376
  with gr.TabItem('OVERALL', elem_id="all_tab"):
377
+ current_df = pd.read_csv("all_leaderboards/current_leaderboard.csv")
378
  lboard_dict['Average'] = Leaderboard(
379
+ value=df_per_ep['Average'], #(current_df, current_df_raw)['Average'],
380
  datatype=['number'] + LB_DTYPES,
381
  select_columns=LB_AVG,
382
  search_columns=["user"],
383
  render=True,
384
+ # every=60,
385
  )
386
  # Set up button to download leaderboard as csv file
387
  download_lb = gr.DownloadButton(
 
395
  outputs=download_lb,
396
  show_progress="hidden",
397
  )
398
+ with gr.TabItem('FINAL', elem_id="all_tab"):
399
+ df = df_per_ep['Final'].copy() # making a copy so that model details in csv version aren't html
400
+ df['model details'] = df['model details'].apply(lambda x: make_tag_clickable(x)).astype(str)
401
+ lboard_dict['Final'] = Leaderboard(
402
+ value=df,
403
+ datatype=['number', 'markdown', 'str', 'number', 'number', 'number', 'number', 'markdown'],
404
+ select_columns=final_cols,
405
+ search_columns=["user"],
406
+ render=True,
407
+ )
408
+ # Set up button to download leaderboard as csv file
409
+ download_lb = gr.DownloadButton(
410
+ label="📥 Download final leaderboard as a csv file",
411
+ value=None,
412
+ variant="secondary",
413
+ )
414
+ download_lb.click(
415
+ fn=get_leaderboard_csv_aux,
416
+ inputs=[gr.State(df_per_ep['Final'].copy()),gr.State("final")],
417
+ outputs=download_lb,
418
+ show_progress="hidden",
419
+ )
420
  # per-endpoint leaderboard
421
  for endpoint in ENDPOINTS:
422
  with gr.TabItem(endpoint):
423
+ df = df_per_ep[endpoint].copy()
424
+ df['model details'] = df['model details'].apply(lambda x: make_tag_clickable(x)).astype(str)
425
  lboard_dict[endpoint] = Leaderboard(
426
+ value=df, #(current_df, current_df_raw)[endpoint],
427
+ datatype=['number', 'markdown', 'number', 'number', 'number', 'number', 'markdown'],
428
+ select_columns=ep_cols,
429
  search_columns=["user"],
430
  render=True,
431
+ # every=60,
432
+ )
433
+ # Set up download button
434
+ download_lb = gr.DownloadButton(
435
+ label="📥 Download leaderboard as a csv file",
436
+ value=None,
437
+ variant="secondary",
438
+ )
439
+ download_lb.click(
440
+ fn=get_leaderboard_csv_aux,
441
+ inputs=[gr.State(df_per_ep[endpoint].copy()),gr.State(endpoint)],
442
+ outputs=download_lb,
443
+ show_progress="hidden",
444
  )
445
  # Auto-refresh
446
+ # def refresh_if_changed():
447
+ # logger.info("Refreshing on timer tick...")
448
+ # per_ep = build_leaderboard(current_df, current_df_raw)
449
+ # #return [gr.update(value=per_ep.get(ep, pd.DataFrame(columns=LB_COLS))) for ep in ALL_EPS]
450
+ # return [per_ep[ep] for ep in ALL_EPS]
451
+ # data_version.change(fn=refresh_if_changed, outputs=[lboard_dict[ep] for ep in ALL_EPS])
452
  with gr.TabItem("✉️ Submit"):
453
  gr.Markdown(
454
  """
username_validation.json ADDED
@@ -0,0 +1,403 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "cd10kfsu": true,
3
+ "chembro": true,
4
+ "campfire-capillary": true,
5
+ "skaeser": true,
6
+ "jamesholt": true,
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10
+ "cbenzer": true,
11
+ "jasonwang11": true,
12
+ "rez3vil": true,
13
+ "vgny": true,
14
+ "admet-modeling": true,
15
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25
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+ "mmahmedeya": false,
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39
+ "chundu05": true,
40
+ "beardy-polonium": true,
41
+ "pavansskumar18": true,
42
+ "vaishu53": true,
43
+ "ddd7564": true,
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+ "trait-inkhorn-lisp-postman": true,
45
+ "nancyzmn": true,
46
+ "srilok-srinivasan": true,
47
+ "mmahmedhfg": false,
48
+ "chemomher": true,
49
+ "ebl": true,
50
+ "suri09": true,
51
+ "ranga31489": true,
52
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53
+ "mkruege": true,
54
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55
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56
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57
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58
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59
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60
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61
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62
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63
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64
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65
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66
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67
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68
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69
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70
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71
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72
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73
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74
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75
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76
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77
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78
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79
+ "ap16390": true,
80
+ "zyrlia": true,
81
+ "mordred": true,
82
+ "ukiukiadmet": true,
83
+ "zdonghai": true,
84
+ "david-araripe": true,
85
+ "dtxr2001": true,
86
+ "justleonard": true,
87
+ "hmacdope3": false,
88
+ "apalania": true,
89
+ "sorinixm": true,
90
+ "sponde25": true,
91
+ "houman96": true,
92
+ "shawnzhzh": true,
93
+ "20p1a": true,
94
+ "otake-da": true,
95
+ "aahil1412": true,
96
+ "tibogoss": true,
97
+ "aspire11": true,
98
+ "aittyy": true,
99
+ "jacksonburns": true,
100
+ "lancet2": true,
101
+ "rymsnyde": true,
102
+ "dahvida": true,
103
+ "cynnjjs": true,
104
+ "kirill-mikhaylov-cresset": true,
105
+ "nwy168": true,
106
+ "aglisman": true,
107
+ "mb1993": true,
108
+ "oku06": true,
109
+ "clocktower": true,
110
+ "catherene": true,
111
+ "dmakarov": true,
112
+ "jasonlin90125": true,
113
+ "sbaybekov": true,
114
+ "shorku": true,
115
+ "evasnow1992": true,
116
+ "deysouvik": true,
117
+ "kaushal-mind-lab": true,
118
+ "yanyuna123": false,
119
+ "subm-123abc": true,
120
+ "tshimko-nv": true,
121
+ "temal13": true,
122
+ "nrosa1": true,
123
+ "aqua222": true,
124
+ "rusty": true,
125
+ "gedeck": true,
126
+ "madie31": true,
127
+ "xiangyan93": true,
128
+ "raytuner": true,
129
+ "ethanlvvd": true,
130
+ "nandini102002": true,
131
+ "cedenoruel": true,
132
+ "jastok": true,
133
+ "itetko": true,
134
+ "mmahmedew": false,
135
+ "modelsonmodels": true,
136
+ "travellingcheminformatician": true,
137
+ "harshit494": true,
138
+ "gvyn": true,
139
+ "shrika-eddula-03": true,
140
+ "filv": true,
141
+ "tomsilico": true,
142
+ "ck241": true,
143
+ "gwilliams": true,
144
+ "sudhir2016": true,
145
+ "mohitlikestocode": true,
146
+ "nhri_mtforestnet_l2_mae": false,
147
+ "caithmac": true,
148
+ "sladem": true,
149
+ "caracal-db": true,
150
+ "peter-obi": true,
151
+ "mmahmedhf": false,
152
+ "refit": true,
153
+ "aaronfeller": true,
154
+ "imikezhu": true,
155
+ "friesfred": true,
156
+ "dulithaprasanna": true,
157
+ "interstellar-explorer": true,
158
+ "rider": true,
159
+ "gnandini10": true,
160
+ "potttwey": true,
161
+ "hmacdope-omsf": true,
162
+ "srajall": true,
163
+ "dminghf": false,
164
+ "srkarra": true,
165
+ "nhkhiem1998": true,
166
+ "alligater": true,
167
+ "maxime1310": true,
168
+ "gam": true,
169
+ "egabrielle": true,
170
+ "jareddunn": true,
171
+ "onefocuz": true,
172
+ "vaishn": true,
173
+ "kalenjosifovski": true,
174
+ "wikke69": true,
175
+ "ricecooker": true,
176
+ "hectavalent": true,
177
+ "lucs1": true,
178
+ "davidgiganti": true,
179
+ "hf2": true,
180
+ "aparsanmit": true,
181
+ "parthwagh": true,
182
+ "hazelnut7": true,
183
+ "ellieberry": true,
184
+ "aime": true,
185
+ "lavoisier-mod": true,
186
+ "cda7gatech2": true,
187
+ "wrpitt": true,
188
+ "yanguoning": true,
189
+ "minzina-two": true,
190
+ "phr00t": true,
191
+ "mas": true,
192
+ "lizardhatcher": true,
193
+ "newton": true,
194
+ "larsleon": true,
195
+ "moleculardescriptor": true,
196
+ "redmarkerpen": true,
197
+ "dbaidiuk": true,
198
+ "j10b84": true,
199
+ "platformtrain": true,
200
+ "boulder": true,
201
+ "sporadicalpha": false,
202
+ "roshkjr": true,
203
+ "bearady-polonium": false,
204
+ "jamesmcd": true,
205
+ "shaheerah": true,
206
+ "gadigopula": true,
207
+ "pkzheng": true,
208
+ "khayalagbv": true,
209
+ "insider3819": true,
210
+ "hugojbohorquez": true,
211
+ "pierre-obi": true,
212
+ "admet42": false,
213
+ "minzina-three": true,
214
+ "curie": true,
215
+ "hatevz": true,
216
+ "kagakudata": true,
217
+ "tezoro14": true,
218
+ "massazahdeh": true,
219
+ "alexcabreraa": true,
220
+ "biboba": true,
221
+ "diliadis": true,
222
+ "vivekreddy1414": true,
223
+ "xeonchem": true,
224
+ "mart78": true,
225
+ "mintybomb": true,
226
+ "kevinh0718": true,
227
+ "xiaofenzi": true,
228
+ "aziza-a": true,
229
+ "kakukakuadmet": true,
230
+ "zombie": true,
231
+ "midwestmols": false,
232
+ "latticetower": true,
233
+ "emmabouchard000": true,
234
+ "noway68": true,
235
+ "otake_da": false,
236
+ "pottwery": false,
237
+ "gopikrishnaponnamudi": true,
238
+ "palazzef": true,
239
+ "sonngo2004": true,
240
+ "shrika-jeannie": true,
241
+ "roquentin99": true,
242
+ "azhou5": true,
243
+ "hammer45": true,
244
+ "justin9300454": true,
245
+ "spiral": true,
246
+ "emsenkan": true,
247
+ "cathedral": true,
248
+ "juudee": true,
249
+ "chembri": false,
250
+ "blisteringbarnacles": true,
251
+ "wigu": true,
252
+ "bdcox83": true,
253
+ "molecularforgeai": true,
254
+ "nhri_mtforestnet_l2_mae_round1": false,
255
+ "mmahmedeg": false,
256
+ "sarvics32": true,
257
+ "yanyuna": true,
258
+ "michaelw": true,
259
+ "pavan": true,
260
+ "sean-wong": true,
261
+ "ragu": true,
262
+ "vahe0312": true,
263
+ "batu-kav": true,
264
+ "cericlai": true,
265
+ "wwang777": true,
266
+ "test": true,
267
+ "jeannieshe": true,
268
+ "nhri_mtforestnet_l4_mae": false,
269
+ "suryavedha9": true,
270
+ "thunder": true,
271
+ "chips": true,
272
+ "minzina-four": true,
273
+ "domakos": true,
274
+ "mk-dlt": true,
275
+ "cuiyaning": true,
276
+ "c-test": true,
277
+ "nhri_mtforestnet_4": false,
278
+ "whitead": true,
279
+ "panesalami": true,
280
+ "vaishnavi": true,
281
+ "clocktower2": true,
282
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283
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