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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 |
|---|---|---|---|---|---|
| Named Entity Recognition | NER (test) | 68 | Feb 26, 2026 | ||
| Generative Modeling | CIFAR-10 | 68 | Jun 30, 2026 | ||
| Object Localization | CUB-200 2011 (test) | 68 | Feb 26, 2026 | ||
| Cuboid layout estimation | PanoContext (test) |
| 68 |
| Feb 26, 2026 |
| Video Generation | UCF101 | 68 | Mar 11, 2026 |
|---|
| Person Re-identification | Market-1501 single query (test) | 68 | Feb 26, 2026 |
|---|
| Saliency Detection | NJUD (test) | 68 | Feb 26, 2026 |
|---|
| Human Part Parsing | PASCAL-Person-Part (test) | 68 | Feb 26, 2026 |
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| Molecular Generation | ZINC250K | 68 | Feb 26, 2026 |
|---|
| Speech Separation | Libri2Mix (test) | 68 | Jul 3, 2026 |
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| Keyword Spotting | Google Speech Commands v1 (test) | 68 | Feb 26, 2026 |
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| Offline Reinforcement Learning | hopper medium | 68 | May 29, 2026 |
|---|
| Question Answering | BoolQ (test) | 68 | Jul 8, 2026 |
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| Image Classification | ImageNet OOD | 68 | Mar 31, 2026 |
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| Anomaly Localization | VisA (test) | 68 | Jun 15, 2026 |
|---|
| Anomaly Classification | RESC | 68 | Feb 26, 2026 |
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| Imputation | powerplant MAR | 67 | Jul 7, 2026 |
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| Common-sense Reasoning | Winogrande | 67 | Jul 7, 2026 |
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| Face Verification | LFW | 67 | Jun 4, 2026 |
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| Question Answering | ARC-C | 67 | Jul 3, 2026 |
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| Counterfactual Generation | TAXI1500 | 67 | May 13, 2026 |
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| Video Reasoning | VideoMathQA | 67 | Jun 11, 2026 |
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| Multiple Choice Question Answering | PIQA | 67 | Jun 29, 2026 |
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| Interactive Decision Making | ALFWorld Unseen | 67 | Jul 7, 2026 |
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| Question Answering | NewsQA | 67 | Jun 12, 2026 |
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