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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 |
|---|---|---|---|---|---|
| Criteria-conditioned Clustering | Food-4c OpenSMC | 30 | Apr 2, 2026 | ||
| Criteria-conditioned Clustering | COCO 4c OpenSMC | 30 | Apr 2, 2026 | ||
| Language Modeling | WikiText-103 clean (test) | 30 | Jun 5, 2026 | ||
| Time-series Forecasting | Weather 5% data | 30 | May 14, 2026 | ||
| Camera-LiDAR Extrinsic Calibration | KITTI | 30 | Jun 19, 2026 | ||
| Question Answering |
|---|
| MetaQA |
| 30 |
| Apr 1, 2026 |
| Question Answering | FactKG | 30 | Apr 1, 2026 |
|---|
| Question Answering | HotpotQA Distractor | 30 | Apr 1, 2026 |
|---|
| PDE Solving | Steady state diffusion dataset (test) | 30 | Apr 1, 2026 |
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| PDE Solving | Darcy flow (test) | 30 | Apr 1, 2026 |
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| Function approximation | Bratley Sum D=500 | 30 | Apr 1, 2026 |
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| Next Token Prediction | OpenWebText | 30 | Apr 1, 2026 |
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| Next Token Prediction | C4 (held-out) | 30 | Apr 1, 2026 |
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| Clustering | C4 | 30 | Apr 1, 2026 |
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| Next Token Prediction | C4 | 30 | Apr 1, 2026 |
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| Next Token Prediction | OpenWebText (held-out) | 30 | Apr 1, 2026 |
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| Clustering | OpenWebText | 30 | Apr 1, 2026 |
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| Vision-Language Medical Reasoning | PathVQA | 30 | Jul 1, 2026 |
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| Binary classification | CICIDS 2017 | 30 | Apr 1, 2026 |
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| Binary classification | NSL-KDD | 30 | Apr 1, 2026 |
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| Multi-classification | UNSW-NB15 | 30 | Jun 17, 2026 |
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| Predictive Maintenance | Maritime PdM Mid Topology (test) | 30 | Mar 31, 2026 |
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| Visual Geo-Localization | Cross Region Mount Vernon (test) | 30 | Mar 31, 2026 |
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| Reentrancy Detection | Smart Contract Vulnerability Dataset | 30 | Apr 8, 2026 |
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| Node Clustering | Toys | 30 | Jun 15, 2026 |
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