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SOTA2 Research · benchmarks
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
| Task | Dataset | Domain | Trend | Results | Last Update |
|---|---|---|---|---|---|
| Mathematical Reasoning | AIME 25 | 43 | Jun 12, 2026 | ||
| Out-of-Distribution Detection | ImageNet-1k (ID) vs Textures (OOD) | 43 | Mar 26, 2026 | ||
| Graph Question Answering | ExplaGraphs | 43 | Jun 5, 2026 | ||
| Anomaly Detection | thyroid | 43 | May 12, 2026 | ||
| Anomaly Detection | pendigits | 43 | May 12, 2026 | ||
| Anomaly Detection |
|---|
| optdigits |
| 43 |
| May 12, 2026 |
| Anomaly Detection | arrhythmia | 43 | May 12, 2026 |
|---|
| Long-context Understanding | LongBench | 43 | May 11, 2026 |
|---|
| Autonomous Driving | Bench2Drive | 43 | May 14, 2026 |
|---|
| Image Classification | ImageNet-C Severity 5 | 43 | May 20, 2026 |
|---|
| STEM Knowledge | MMLU STEM | 43 | Apr 28, 2026 |
|---|
| Text-to-image retrieval | COCO 2017 | 43 | May 12, 2026 |
|---|
| Image Classification | ImageNet-1K (test) | 43 | May 28, 2026 |
|---|
| Visual Generation | GenEval | 43 | May 19, 2026 |
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| Long-context Evaluation | Ruler (test) | 43 | Mar 13, 2026 |
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| Language Understanding | MMLU | 43 | May 26, 2026 |
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| Commonsense Reasoning | Hellaswag | 43 | May 18, 2026 |
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| Change Detection | GZ-CD | 43 | Mar 11, 2026 |
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| Visual Reasoning | HallusionBench | 43 | Jul 3, 2026 |
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| Mathematical Reasoning | GSM8K MATH-500 (test) | 43 | Mar 9, 2026 |
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| Multimodal Evaluation | MME Chinese | 43 | Mar 9, 2026 |
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| Multimodal Evaluation | MME English | 43 | Mar 9, 2026 |
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| Nuclei Segmentation | TNBC | 43 | May 12, 2026 |
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| Dynamic Link Prediction | UN Trade (inductive split) | 43 | Jun 4, 2026 |
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| Answer Verification | MATH | 43 | Mar 18, 2026 |
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