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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 |
|---|---|---|---|---|
| Patch-level Histopathology Classification | 10 | 1 | Feb 18, 2026 | |
| Skill Routing | 10 | 3 | Jun 12, 2026 | |
| Hawkes process modeling | 10 | 1 | Apr 3, 2026 | |
| Controllable Text Generation | 10 | 7 | Feb 18, 2026 | |
| Collusion Detection | 10 | 1 | Apr 2, 2026 | |
| Multi-agent Path Planning | 10 | 3 | Jun 4, 2026 | |
| k-NN Ranking (SED) | 10 | 1 | Feb 18, 2026 | |
| Hyperspectral Classification | 10 | 6 | May 6, 2026 | |
| Constraint Satisfaction | 10 | 7 | May 26, 2026 | |
| Factual Knowledge |
|---|
| 10 |
| 9 |
| May 26, 2026 |
| RDF-to-Text Generation | 10 | 3 | Feb 22, 2026 |
|---|
| Rumor Detection | 10 | 5 | Jun 12, 2026 |
|---|
| Causal order recovery | 10 | 1 | Mar 31, 2026 |
|---|
| 6-DoF Bronchoscope Localization | 10 | 1 | Feb 20, 2026 |
|---|
| Textual Entailment | 10 | 9 | Mar 20, 2026 |
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| OOD Text Classification | 10 | 1 | Mar 31, 2026 |
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| 3D Shape Estimation | 10 | 3 | Mar 19, 2026 |
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| Meeting Summarization | 10 | 8 | Jun 9, 2026 |
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| I2P Registration | 10 | 2 | May 7, 2026 |
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| Visual Ground Localization | 10 | 1 | Mar 31, 2026 |
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| Plant-level segmentation | 10 | 1 | Mar 31, 2026 |
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| Intent Clustering | 10 | 4 | Feb 22, 2026 |
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| Clothed Human Reconstruction | 10 | 2 | Apr 20, 2026 |
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| Image-text alignment | 10 | 7 | Apr 15, 2026 |
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| Multi-view Multi-label Classification | 10 | 3 | Jun 4, 2026 |
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