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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 |
|---|---|---|---|---|
| Large-scale Spectral Clustering | 10 | 1 | Feb 18, 2026 | |
| Fine-Grained Entity Typing | 10 | 9 | Feb 18, 2026 | |
| Skill Routing | 10 | 3 | Jun 12, 2026 | |
| I2P Registration | 10 | 2 | May 7, 2026 | |
| OOD Text Classification | 10 | 1 | Mar 31, 2026 | |
| Controllable Text Generation | 10 | 7 | Feb 18, 2026 | |
| Plant-level segmentation | 10 | 1 | Mar 31, 2026 | |
| Watermarking Detection | 10 | 5 | May 29, 2026 | |
| Visual Ground Localization | 10 | 1 | Mar 31, 2026 | |
| Colorectal polyp classification |
| 10 |
| 3 |
| Feb 18, 2026 |
| Image Manipulation Detection and Localization | 10 | 4 | May 18, 2026 |
|---|
| k-NN Ranking (SED) | 10 | 1 | Feb 18, 2026 |
|---|
| Named Entity Disambiguation | 10 | 5 | Feb 27, 2026 |
|---|
| Previous Window Prediction | 10 | 1 | Feb 18, 2026 |
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| Current Window Prediction | 10 | 1 | Feb 18, 2026 |
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| Future Window Prediction | 10 | 1 | Feb 18, 2026 |
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| Trajectory Classification | 10 | 3 | Jun 11, 2026 |
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| Behavioral Cloning | 10 | 4 | Jun 23, 2026 |
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| 3D Action Recognition | 10 | 11 | Apr 29, 2026 |
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| Safety & Helpfulness Evaluation | 10 | 5 | Jun 4, 2026 |
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| Multi-view Multi-label Classification | 10 | 3 | Jun 4, 2026 |
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| System Dynamics Prediction | 10 | 2 | May 11, 2026 |
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| Ciphertext Classification | 10 | 1 | Apr 9, 2026 |
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| Parsing | 10 | 9 | Apr 21, 2026 |
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| Rumor Detection | 10 | 5 | Jun 12, 2026 |
|---|