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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 |
|---|---|---|---|---|
| Matting | 8 | 8 | May 19, 2026 | |
| Survival group classification | 8 | 1 | Feb 21, 2026 | |
| Online Video Understanding | 8 | 9 | Apr 28, 2026 | |
| Motor Imagery decoding | 8 | 5 | Jun 5, 2026 | |
| White Blood Cell classification | 8 | 6 | Jul 7, 2026 | |
| Reinforcement Learning Exploration | 8 | 1 | Feb 18, 2026 | |
| Tooth segmentation | 8 | 5 | May 21, 2026 | |
| Respiratory Classification | 8 | 1 | Feb 21, 2026 | |
| Unit Commitment | 8 | 3 |
| Jul 1, 2026 |
| Partial-Label Image Classification | 8 | 4 | Apr 9, 2026 |
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| Video Recommendation | 8 | 4 | Jul 7, 2026 |
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| LiDAR relocalization | 8 | 2 | Apr 14, 2026 |
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| Target Detection | 8 | 5 | May 20, 2026 |
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| Audio CAPTCHA Bypass | 8 | 1 | Feb 21, 2026 |
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| Affective Computing | 8 | 2 | Jun 30, 2026 |
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| Surgical workflow recognition | 8 | 4 | Mar 24, 2026 |
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| Label Shift Estimation | 8 | 1 | Apr 3, 2026 |
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| MS lesion segmentation | 8 | 3 | May 12, 2026 |
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| Safety-Sensitive Text-to-Image Generation | 8 | 1 | Feb 18, 2026 |
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| Interval forecasting | 8 | 2 | Apr 20, 2026 |
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| Spell Correction | 8 | 2 | Feb 19, 2026 |
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| Image Rescaling | 8 | 5 | May 4, 2026 |
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| Global Synthesis Detection | 8 | 1 | Feb 19, 2026 |
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| Multi-speaker Transcription | 8 | 2 | Jun 2, 2026 |
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| Artistic Style Transfer | 8 | 3 | Feb 20, 2026 |
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