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SOTA2 Research · tasks
Explore the problems researchers are working on and the benchmarks used to measure progress.
| Task Name | Domain | Benchmarks | Papers | Last Update |
|---|---|---|---|---|
| Logic reasoning | 27 | 23 | Jun 23, 2026 | |
| k-means clustering | 27 | 5 | Jun 5, 2026 | |
| Mutual Information Estimation | 27 | 7 | Jun 2, 2026 | |
| End-to-end Question Answering | 27 | 13 | Jun 11, 2026 | |
| Code Translation | 27 | 15 | Jun 17, 2026 | |
| Knowledge-based Visual Question Answering | 27 | 31 | Jul 2, 2026 | |
| Multi-document summarization | 26 | 19 | Jun 24, 2026 | |
| Runtime Efficiency | 26 | 3 | May 22, 2026 | |
| Low-dose CT Denoising | 26 | 14 | Jul 3, 2026 | |
| 26 |
| 11 |
| Jun 30, 2026 |
| Incremental Object Detection | 26 | 10 | Jul 7, 2026 |
|---|
| Shape Correspondence | 26 | 12 | Jul 8, 2026 |
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| OCR | 26 | 15 | May 27, 2026 |
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| AIGC Detection | 26 | 12 | Jun 4, 2026 |
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| Online Conformal Prediction | 26 | 7 | Jun 11, 2026 |
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| Video Quality Enhancement | 26 | 4 | Jul 8, 2026 |
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| Rashomon Set Approximation | 26 | 2 | Jun 2, 2026 |
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| Circuit Discovery | 26 | 8 | Jul 3, 2026 |
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| Behavioral Stylometry | 26 | 1 | Feb 18, 2026 |
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| Physical Commonsense Reasoning | 26 | 134 | Jul 9, 2026 |
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| 3D Lane Detection | 26 | 17 | Jul 1, 2026 |
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| Molecular Classification | 26 | 9 | May 12, 2026 |
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| Epidemic Forecasting | 26 | 6 | Jun 1, 2026 |
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| Misinformation Detection | 26 | 15 | May 29, 2026 |
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| Model Merging | 26 | 12 | Jul 2, 2026 |
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