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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 |
|---|---|---|---|---|
| Brain-to-image retrieval | 12 | 6 | Jun 16, 2026 | |
| Generalized Few-Shot Object Detection | 12 | 4 | Feb 27, 2026 | |
| Music Source Separation | 12 | 22 | Apr 28, 2026 | |
| Few-shot example selection | 12 | 1 | Feb 18, 2026 | |
| WSI-level retrieval | 12 | 1 | Feb 18, 2026 | |
| Bot Detection | 12 | 9 | Apr 14, 2026 | |
| Multi-behavior Recommendation | 12 | 7 | Jun 2, 2026 | |
| Leaf Disease Classification | 12 | 7 | Jun 23, 2026 | |
| Generative Task | 12 | 4 | Jun 23, 2026 |
| High-level Planning | 12 | 6 | Jun 11, 2026 |
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| Brain Age Prediction | 12 | 8 | Jun 26, 2026 |
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| Explainable AI Evaluation | 12 | 6 | Jun 30, 2026 |
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| Adaptive Traffic Signal Control | 12 | 3 | Mar 26, 2026 |
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| Distribution Shift Detection | 12 | 7 | May 26, 2026 |
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| Fine-grained Visual Recognition | 12 | 6 | May 18, 2026 |
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| Saliency map evaluation | 12 | 7 | Jun 19, 2026 |
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| Control Task | 12 | 5 | May 19, 2026 |
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| Video Extrapolation | 12 | 4 | Jun 1, 2026 |
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| Set Covering | 12 | 4 | May 29, 2026 |
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| Rule extraction | 12 | 3 | Jun 9, 2026 |
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| Abnormality Detection | 12 | 8 | Jun 24, 2026 |
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| Item Response Theory Assessment | 12 | 1 | Feb 18, 2026 |
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| Video Object Detection | 12 | 29 | May 18, 2026 |
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| Next-POI Recommendation | 12 | 9 | Jun 4, 2026 |
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| Check-in Prediction | 12 | 2 | Feb 22, 2026 |
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