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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 |
|---|---|---|---|---|
| CASH | 16 | 1 | Feb 18, 2026 | |
| Contextual Bandits | 16 | 4 | Jun 29, 2026 | |
| Graph Coarsening | 16 | 3 | Jun 16, 2026 | |
| Biomedical Question Answering | 16 | 12 | Jun 18, 2026 | |
| Cooperative Navigation | 16 | 5 | May 29, 2026 | |
| DOA estimation | 16 | 3 | Apr 21, 2026 | |
| Slide-level classification | 16 | 19 | Jun 30, 2026 | |
| 3D Referring Expression Segmentation | 16 | 6 | Jun 11, 2026 | |
| Visual Search | 16 | 26 | Jul 2, 2026 | |
| Word Segmentation |
|---|
| 16 |
| 5 |
| Jul 9, 2026 |
| Optic disc and cup segmentation | 16 | 6 | Apr 24, 2026 |
|---|
| Pedestrian Attribute Recognition | 16 | 19 | Jun 23, 2026 |
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| Pruning | 16 | 6 | Jun 11, 2026 |
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| Generalized Traveling Salesman Problem | 16 | 2 | May 19, 2026 |
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| Story Point Estimation | 16 | 1 | Mar 17, 2026 |
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| Failure attribution | 16 | 6 | Jun 4, 2026 |
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| Re-identification | 16 | 11 | Jul 3, 2026 |
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| Goal-conditioned Planning | 16 | 4 | Jun 26, 2026 |
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| DAG learning | 16 | 7 | May 19, 2026 |
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| Agent Task | 16 | 18 | Jul 7, 2026 |
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| Video Outpainting | 16 | 8 | May 28, 2026 |
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| Taxonomic Classification | 16 | 6 | Jun 23, 2026 |
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| Video-to-Music Generation | 16 | 6 | Apr 21, 2026 |
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| EEG emotion recognition | 16 | 14 | Jul 7, 2026 |
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| Path-following | 16 | 5 | Jun 4, 2026 |
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