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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 |
|---|---|---|---|---|
| Math and Reasoning | 4 | 4 | May 12, 2026 | |
| Hallucination Diagnosis | 4 | 5 | May 14, 2026 | |
| Timestepping | 4 | 1 | Feb 18, 2026 | |
| Deformable object simulation | 4 | 1 | Feb 21, 2026 | |
| Jump | 4 | 4 | Jun 2, 2026 | |
| Nonconvex Optimization | 4 | 3 | Jun 5, 2026 | |
| Medical Video Object Segmentation | 4 | 1 | Feb 18, 2026 | |
| Signal Classification | 4 | 2 | Jul 8, 2026 | |
| Grapheme-to-Phoneme conversion | 4 | 3 | Jun 19, 2026 |
| Turn-taking detection | 4 | 2 | Apr 23, 2026 |
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| Hurst estimation | 4 | 1 | Feb 21, 2026 |
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| RUL Forecasting | 4 | 1 | Feb 21, 2026 |
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| Image-Language Understanding | 4 | 2 | Feb 19, 2026 |
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| Video Dehazing | 4 | 2 | May 13, 2026 |
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| Clinical concept extraction | 4 | 2 | Mar 10, 2026 |
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| Long-horizon TAMP | 4 | 2 | Jun 26, 2026 |
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| Overlap Handling Evaluation | 4 | 1 | Mar 30, 2026 |
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| Rumour Detection | 4 | 4 | Mar 25, 2026 |
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| Layout Detection | 4 | 4 | Jun 9, 2026 |
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| Gene-level biological representation evaluation | 4 | 1 | Mar 30, 2026 |
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| Conversational Semantic Parsing | 4 | 2 | Feb 18, 2026 |
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| Visual Sound Source Localization | 4 | 2 | Mar 25, 2026 |
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| Audio-visual localization | 4 | 2 | Mar 25, 2026 |
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| Primate Behavior Recognition | 4 | 1 | Mar 30, 2026 |
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| Simulator Benchmark Optimization | 4 | 1 | Mar 30, 2026 |
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