Link website results and clarify evaluation scopes
Browse filesUpdate text and website links; clarify typed JevBench ECE and sample counts.
README.md
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The benchmark covers answer selection, action selection, binary judgments, ordinal ratings, and multi-select decisions in a common format.
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## Coverage
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The benchmark covers answer selection, action selection, binary judgments, ordinal ratings, and multi-select decisions in a common format.
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[Interactive leaderboard / 交互榜单](https://surdai.com/zh/blog/cmdb-1500#results) · [Benchmark introduction / 基准介绍](https://surdai.com/zh/blog/cmdb-1500) · [Example questions](SAMPLES.md) · [Source catalog](SOURCES.md)
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## Results and models
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Explore the [interactive CMDB-1500 leaderboard](https://surdai.com/zh/blog/cmdb-1500#results) on the Surd AI website. It separates text (1,200 questions), image (300 questions), and full-benchmark (1,500 questions) accuracy, with probability calibration reported separately. Text-only models do not receive an image or full-benchmark score.
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Selected Surd AI results use effort 2 and the same 1,500-question benchmark:
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| Model | Text accuracy ↑ | Image accuracy ↑ | Full-benchmark accuracy ↑ |
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|---|---:|---:|---:|
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| [SPX-CD-Pro](https://surdai.com/zh/blog/simplex-cd-release) | 79.33% | 88.67% | 81.20% |
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| [SPX-CD-Flash](https://surdai.com/zh/blog/simplex-cd-release) | 77.58% | 87.33% | 79.53% |
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| [SPX-CD-Omni](https://huggingface.co/SurdAI/SPX-CD-Omni) | 74.67% | 82.67% | 76.27% |
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These are team-run evaluations, not official upstream leaderboard submissions. SPX-CD-Omni's reported results use the released LoRA adapter with an AWQ INT4 base; they are not measurements of the default BF16 example configuration. The [model card](https://huggingface.co/SurdAI/SPX-CD-Omni) and [evaluation settings](https://huggingface.co/SurdAI/SPX-CD-Omni/blob/main/EVALUATION.md) describe the configuration and metric scopes.
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The website's cross-model I/C comparison uses a shared text-probability cohort; it is distinct from the model card's benchmark-specific I/C scopes. Compare I/C values only within the same scoring scope. See the [SPX-CD release and API overview](https://surdai.com/zh/blog/simplex-cd-release) for Pro and Flash.
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## Coverage
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