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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 |
|---|---|---|---|---|---|
| Sentiment Analysis | SST-2 GLUE | 45 | Feb 26, 2026 | ||
| Symbolic Reasoning | Coin | 45 | Mar 24, 2026 | ||
| Sentiment Analysis | AR | 45 | Feb 26, 2026 | ||
| Pedestrian Detection | LLVIP (test) | 45 | Jul 7, 2026 | ||
| Highlight Detection | QVHighlights (val) | 45 |
| Apr 3, 2026 |
| Mathematical Problem Solving | MATH (test) | 45 | Jun 30, 2026 |
|---|
| Multivariate Time Series Classification | StandWalkJump | 45 | Jun 4, 2026 |
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| Code Generation | HumanEval @WizardCoder (test) | 45 | Feb 26, 2026 |
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| Time Series Forecasting | ETTh1 -> ETTm2 (test) | 45 | Feb 26, 2026 |
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| Visual Tracking | NFS (test) | 45 | Feb 26, 2026 |
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| Multimodal Perception | MME | 45 | Jun 12, 2026 |
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| Class Incremental Learning | CUB | 45 | Feb 27, 2026 |
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| Node Classification | DBLP | 45 | Feb 27, 2026 |
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| Node Classification | Kindle | 45 | Feb 27, 2026 |
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| Anomaly Detection | MVTec AD | 45 | Feb 26, 2026 |
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| Anomaly Detection | BTAD | 45 | Feb 26, 2026 |
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| Collaborative Filtering | Yelp 2018 (test) | 45 | May 7, 2026 |
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| Classification | Musk2 downstream | 45 | Feb 26, 2026 |
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| Traveling Salesman Problem | TSP N=20 | 45 | May 19, 2026 |
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| Out-of-Distribution Detection | MNIST (In-distribution) vs Fashion-MNIST (OOD) (test) | 45 | May 4, 2026 |
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| Multimodal Understanding | MME Cognition | 45 | Jun 1, 2026 |
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| Land cover classification | CDL (test) | 45 | Feb 26, 2026 |
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| Land cover classification | NLCD (test) | 45 | Feb 26, 2026 |
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| Image Classification | PathMNIST | 45 | Jun 4, 2026 |
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| Inductive dynamic link prediction | Contact (inductive) | 45 | Jun 4, 2026 |
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