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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 |
|---|---|---|---|---|
| Relearning Attack | 4 | 1 | Feb 21, 2026 | |
| Turn-taking detection | 4 | 2 | Apr 23, 2026 | |
| Long-horizon TAMP | 4 | 2 | Jun 26, 2026 | |
| 3D Point Cloud Recognition | 4 | 3 | Mar 24, 2026 | |
| Gene-level biological representation evaluation | 4 | 1 | Mar 30, 2026 | |
| Nucleus Segmentation | 4 | 3 | Mar 19, 2026 | |
| Overlap Handling Evaluation | 4 | 1 | Mar 30, 2026 | |
| Predicting object attributes | 4 | 1 | Feb 18, 2026 | |
| Concept Annotation | 4 | 2 |
| May 15, 2026 |
| Discourse Coherence Classification | 4 | 1 | Feb 18, 2026 |
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| Simulator Benchmark Optimization | 4 | 1 | Mar 30, 2026 |
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| Struct to Text | 4 | 2 | Apr 21, 2026 |
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| Fingerspelling Recognition | 4 | 3 | Apr 10, 2026 |
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| Primate Behavior Recognition | 4 | 1 | Mar 30, 2026 |
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| Tabular Binary Classification | 4 | 2 | Mar 13, 2026 |
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| Minority class classification | 4 | 1 | Feb 18, 2026 |
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| Non-linear operator learning | 4 | 1 | Feb 21, 2026 |
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| Downscaling | 4 | 4 | Jul 7, 2026 |
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| Point cloud place recognition | 4 | 2 | Feb 18, 2026 |
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| Adaptation with outlier datasets | 4 | 1 | Mar 27, 2026 |
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| PBR Texture Generation | 4 | 2 | Feb 20, 2026 |
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| Constrained Symbolic Regression | 4 | 1 | Mar 27, 2026 |
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| Instruction-following Trajectory Evaluation | 4 | 1 | Mar 27, 2026 |
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| Molecular distribution modeling | 4 | 1 | Feb 21, 2026 |
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| Multi-horizon clinical forecasting | 4 | 1 | Feb 21, 2026 |
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