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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 |
|---|---|---|---|---|
| Multi-Aspect Controllable Text Generation | 8 | 1 | Feb 18, 2026 | |
| Respiratory Classification | 8 | 1 | Feb 21, 2026 | |
| MS lesion segmentation | 8 | 3 | May 12, 2026 | |
| Audio CAPTCHA Bypass | 8 | 1 | Feb 21, 2026 | |
| Surgical workflow recognition | 8 | 4 | Mar 24, 2026 | |
| Interval forecasting | 8 | 2 | Apr 20, 2026 | |
| Adversarial Text Detection | 8 | 2 | Feb 18, 2026 | |
| Global Synthesis Detection | 8 | 1 | Feb 19, 2026 | |
| Aspect-level Sentiment Analysis |
| 8 |
| 6 |
| Apr 2, 2026 |
| Image Customization | 8 | 2 | Jul 1, 2026 |
|---|
| Affective Computing | 8 | 2 | Jun 30, 2026 |
|---|
| Dependency Labeling | 8 | 1 | Feb 18, 2026 |
|---|
| Crowd behavior generation | 8 | 2 | Apr 6, 2026 |
|---|
| Minimum Cost Flow Problem (MCFP) | 8 | 1 | Feb 18, 2026 |
|---|
| Online Video Understanding | 8 | 9 | Apr 28, 2026 |
|---|
| Multi-speaker Transcription | 8 | 2 | Jun 2, 2026 |
|---|
| Virtual Try-Off | 8 | 7 | Apr 15, 2026 |
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| Multi-intent detection | 8 | 1 | Apr 1, 2026 |
|---|
| LiDAR relocalization | 8 | 2 | Apr 14, 2026 |
|---|
| Network reconstruction | 8 | 3 | May 6, 2026 |
|---|
| Dereverberation | 8 | 3 | Feb 22, 2026 |
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| Skin type classification agreement | 8 | 1 | Feb 19, 2026 |
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| MuJoCo locomotion | 8 | 3 | Jun 11, 2026 |
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| Cost modeling | 8 | 1 | Apr 15, 2026 |
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| Generative Error Rescoring | 8 | 1 | Feb 18, 2026 |
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