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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 |
|---|---|---|---|---|
| Surgical workflow recognition | 8 | 4 | Mar 24, 2026 | |
| MS lesion segmentation | 8 | 3 | May 12, 2026 | |
| Interval forecasting | 8 | 2 | Apr 20, 2026 | |
| Distributional Fit of Potential Outcomes | 8 | 1 | Apr 16, 2026 | |
| Clinical Trial Retrieval | 8 | 1 | Apr 13, 2026 | |
| Network reconstruction | 8 | 3 | May 6, 2026 | |
| Global Synthesis Detection | 8 | 1 | Feb 19, 2026 | |
| Respiratory Classification | 8 | 1 | Feb 21, 2026 | |
| Trigger Classification | 8 | 4 |
| Apr 28, 2026 |
| Crowd behavior generation | 8 | 2 | Apr 6, 2026 |
|---|
| Dependency Labeling | 8 | 1 | Feb 18, 2026 |
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| Affective Computing | 8 | 2 | Jun 30, 2026 |
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| Multi-intent detection | 8 | 1 | Apr 1, 2026 |
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| Labelling Accuracy | 8 | 1 | Mar 31, 2026 |
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| Audio CAPTCHA Bypass | 8 | 1 | Feb 21, 2026 |
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| Skin type classification agreement | 8 | 1 | Feb 19, 2026 |
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| Next-Character Prediction | 8 | 8 | Jul 3, 2026 |
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| UAV Tracking | 8 | 5 | May 28, 2026 |
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| Dereverberation | 8 | 3 | Feb 22, 2026 |
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| Target Detection | 8 | 5 | May 20, 2026 |
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| Generative Identity Unlearning | 8 | 3 | Feb 20, 2026 |
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| Expert Realism Classification | 8 | 1 | Mar 31, 2026 |
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| Multi-speaker Transcription | 8 | 2 | Jun 2, 2026 |
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| Spectral Image Reconstruction | 8 | 3 | Jul 1, 2026 |
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| 3D Shape Fitting | 8 | 3 | Apr 14, 2026 |
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