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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 |
|---|---|---|---|---|---|
| Monocular Depth Estimation | DDAD | 33 | Jun 16, 2026 | ||
| Multi-task Language Understanding | CMMLU | 33 | Jun 19, 2026 | ||
| Node Classification | Computers Random rho=25.50 (test) | 33 | Feb 26, 2026 | ||
| Multimodal Mathematical Reasoning | MathVerse (test) | 33 | Mar 31, 2026 | ||
| Mathematical Reasoning | GSM8K (test) |
| 33 |
| Feb 26, 2026 |
| Multimodal Knowledge and Math | MMMU (val) | 33 | May 14, 2026 |
|---|
| Metric Depth Estimation | NYU Metric Depth v2 (test) | 33 | Mar 20, 2026 |
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| Anomaly detection | Amazon | 33 | Mar 17, 2026 |
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| Facial Expression Recognition | AffWild2 (test) | 33 | Feb 26, 2026 |
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| 3D Anomaly Localization | Real3D-AD | 33 | May 6, 2026 |
|---|
| Graph Classification | REDDIT MULTI-5K | 33 | Jun 26, 2026 |
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| Text-to-Image Retrieval | SV-1k | 33 | Feb 26, 2026 |
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| Open-vocabulary Segmentation | PASCAL Context | 33 | May 12, 2026 |
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| Scientific Reasoning | SciBench | 33 | May 27, 2026 |
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| Video reconstruction | MotionHD (test) | 33 | Feb 26, 2026 |
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| Bias Mitigation for Stereotype Queries | UTKFACE Gender | 33 | Mar 20, 2026 |
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| Bias Mitigation for Stereotype Queries | UTKFACE Race | 33 | Mar 20, 2026 |
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| Road Extraction | SpaceNet | 33 | Apr 20, 2026 |
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| Compositional Reasoning | Winoground | 33 | Jul 7, 2026 |
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| MaxCut | Gset (test) | 33 | Feb 26, 2026 |
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| Node Classification | Squirrel Standard (test) | 33 | Feb 26, 2026 |
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| Node Classification | Chameleon Standard (test) | 33 | Feb 26, 2026 |
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| Harmlessness evaluation | HarmfulQA | 33 | Feb 26, 2026 |
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| Harmlessness evaluation | Beavertails | 33 | Feb 26, 2026 |
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| Reasoning evaluation | DialogSum | 33 | Feb 26, 2026 |
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