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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 |
|---|---|---|---|---|---|
| Face Verification | IJB-C (test) | 40 | Jul 1, 2026 | ||
| Human Motion Prediction | Human3.6M (short-term) | 40 | Feb 26, 2026 | ||
| Trajectory Prediction | ETH-UCY ZARA2 | 40 | May 13, 2026 | ||
| Offensive Language Identification | OLID | 40 | Feb 26, 2026 | ||
| Action Recognition | Diving48 V2 | 40 | Apr 10, 2026 | ||
| Image Classification |
| ImageNet-C 1.0 (val) |
| 40 |
| Feb 27, 2026 |
| Named Entity Recognition | WikiAnn | 40 | May 14, 2026 |
|---|
| Classification | Adult | 40 | Mar 31, 2026 |
|---|
| Image Classification | CIFAR-10-LT λ=100 (test) | 40 | Apr 10, 2026 |
|---|
| Intent Classification | SNIPS (test) | 40 | Feb 26, 2026 |
|---|
| Image Classification | ImageNet v1 (val) | 40 | Feb 26, 2026 |
|---|
| Open-world Semi-Supervised Learning | CIFAR-100 (test) | 40 | Feb 26, 2026 |
|---|
| Node Classification | Squirrel (48/32/20) | 40 | Feb 26, 2026 |
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| Document Sentiment Classification | DSC full | 40 | Feb 26, 2026 |
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| Document Sentiment Classification | DSC small | 40 | Feb 26, 2026 |
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| Aspect Sentiment Classification | ASC | 40 | Feb 26, 2026 |
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| Epidemic Forecasting | US National wILI (seasons 2014/15-2019/20) | 40 | Feb 26, 2026 |
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| OOD Detection | CT Slices (test) | 40 | Feb 26, 2026 |
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| Semi-Supervised Domain Adaptation | DomainNet | 40 | Feb 26, 2026 |
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| Human Pose Forecasting | AMASS BMLrub (test) | 40 | Feb 26, 2026 |
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| 3D Human Motion Prediction | 3DPW (test) | 40 | Feb 26, 2026 |
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| 3D joint position forecasting | Human3.6M | 40 | Feb 26, 2026 |
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| Color JPEG Image Restoration | ICB (test) | 40 | Feb 26, 2026 |
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| Offline Reinforcement Learning | D4RL Gym halfcheetah-medium-expert | 40 | May 29, 2026 |
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| Aspect Sentiment Triplet Extraction | Rest SemEval 2014 (test) | 40 | Feb 26, 2026 |
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