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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 |
|---|---|---|---|---|---|
| Person Re-identification | iLIDS-VID | 84 | Apr 2, 2026 | ||
| Image Denoising | BSD200 (test) | 84 | Feb 26, 2026 | ||
| Text Detection | MSRA-TD500 | 84 | Feb 26, 2026 | ||
| Image Classification | CIFAR-10N (Aggregate) | 84 | May 21, 2026 | ||
| Retrieval | MS MARCO (dev) |
| 84 |
| Feb 26, 2026 |
| Mathematical Reasoning | MATH500 | 83 | Jul 3, 2026 |
|---|
| Zero-shot Task Evaluation | tasks 0-shot | 83 | Jun 4, 2026 |
|---|
| Text-to-SQL | BIRD | 83 | Jun 16, 2026 |
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| Mathematical Reasoning | AMC 23 | 83 | Jun 9, 2026 |
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| Node Classification | History | 83 | Jun 30, 2026 |
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| Graph Classification | obgn-arXiv | 83 | May 26, 2026 |
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| Time Series Anomaly Detection | TSB-AD-M | 83 | May 25, 2026 |
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| Robot Manipulation | LIBERO simulation | 83 | Jun 18, 2026 |
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| Scientific Question Answering | ScienceQA | 83 | Jul 1, 2026 |
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| Multi-Agent Path Finding (MAPF) | random 32x32-20 | 83 | May 11, 2026 |
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| High-resolution Visual Understanding | HR-Bench 8K | 83 | May 28, 2026 |
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| Classification | CIFAR10 | 83 | Jul 7, 2026 |
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| Tabular Anomaly Detection | BreastW | 83 | May 12, 2026 |
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| Object Hallucination Evaluation | POPE A-OKVQA | 83 | Jun 30, 2026 |
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| Multi-discipline Reasoning | MMMU | 83 | Jun 26, 2026 |
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| Video reasoning | Video-MMMU | 83 | Jul 2, 2026 |
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| Instructive image editing | EMU Edit (test) | 83 | May 14, 2026 |
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| Time Series Imputation | ETTh1 (test) | 83 | Jul 9, 2026 |
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| Multivariate Time Series Forecasting | ETTm1 (test) | 83 | Mar 13, 2026 |
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| Multiple-Choice | TruthfulQA | 83 | Apr 13, 2026 |
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