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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 |
|---|---|---|---|---|---|
| Multi-hop Question Answering | Musique | 209 | Jun 29, 2026 | ||
| Multi-view 3D Reconstruction | ShapeNet (test) | 209 | Feb 26, 2026 | ||
| Face Verification | CALFW | 209 | Jun 11, 2026 | ||
| Knowledge Graph Question Answering | WebQSP |
| 209 |
| Jul 2, 2026 |
| Reasoning | HellaSwag (HS) | 209 | May 27, 2026 |
|---|
| Mathematical Reasoning | MATH Hard | 208 | Jun 23, 2026 |
|---|
| Image Generation | CelebA 64 x 64 (test) | 208 | Apr 3, 2026 |
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| Object Detection | MS COCO | 208 | May 27, 2026 |
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| Video Quality Assessment | KoNViD-1k | 208 | May 19, 2026 |
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| Commonsense Reasoning | StrategyQA | 208 | May 14, 2026 |
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| Optical Flow Estimation | MPI Sintel Clean (train) | 208 | May 11, 2026 |
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| Depth Estimation | NYU v2 | 207 | Jul 7, 2026 |
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| Selective Prediction | CommonsenseQA | 207 | Feb 26, 2026 |
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| Image Compressed Sensing | Set14 | 207 | May 12, 2026 |
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| 3D Object Detection | nuScenes v1.0 (val) | 207 | Apr 16, 2026 |
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| Camouflaged Object Detection | CHAMELEON | 207 | May 18, 2026 |
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| Scene Text Recognition | IC13 (test) | 207 | Feb 26, 2026 |
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| Click-Through Rate Prediction | Avazu (test) | 207 | May 25, 2026 |
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| Multimodal Understanding | MME | 207 | Mar 17, 2026 |
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| Text-to-motion generation | KIT-ML (test) | 206 | May 29, 2026 |
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| Language modelling | LM1B (test) | 206 | Jul 3, 2026 |
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| Image Classification | CIFAR100 (test) | 206 | Feb 26, 2026 |
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| Face Verification | CFP-FP | 206 | Jun 11, 2026 |
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| Person Re-identification | DukeMTMC | 206 | May 8, 2026 |
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| Video Super-Resolution | Vid4 (test) | 206 | Jul 2, 2026 |
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