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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 |
|---|---|---|---|---|
| Head CT classification | 2 | 1 | Feb 20, 2026 | |
| AMR Generation | 2 | 4 | Feb 18, 2026 | |
| Brain Disease Classification | 2 | 1 | Feb 20, 2026 | |
| Multi-task Average | 2 | 2 | Apr 13, 2026 | |
| LiDAR Geometry Compression | 2 | 1 | Mar 20, 2026 | |
| DR staging | 2 | 1 | Feb 20, 2026 | |
| Species-level classification | 2 | 1 | Mar 20, 2026 | |
| Open-vocabulary attribute personalization | 2 | 1 | Feb 20, 2026 | |
| Model-free learning | 2 | 1 | Mar 20, 2026 |
| Regret Bound Estimation | 2 | 1 | Mar 20, 2026 |
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| Page-level Table Extraction | 2 | 2 | Jun 9, 2026 |
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| Continuous Vector Optimization | 2 | 1 | Mar 20, 2026 |
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| Single Image Reflection Removal (Reflection Recovery) | 2 | 3 | Feb 18, 2026 |
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| Block Assembly Planning | 2 | 1 | Mar 20, 2026 |
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| Keypoints Detection | 2 | 2 | Jun 4, 2026 |
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| Clinical Structured Data Extraction | 2 | 1 | Mar 20, 2026 |
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| Gaze Direction Verification | 2 | 1 | Mar 20, 2026 |
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| Region-level captioning | 2 | 8 | Apr 28, 2026 |
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| Real-robot Manipulation | 2 | 1 | Mar 19, 2026 |
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| 4D mesh generation | 2 | 2 | May 20, 2026 |
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| Emotion Cause Extraction | 2 | 2 | Feb 18, 2026 |
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| FFR Estimation | 2 | 2 | Feb 20, 2026 |
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| Controllability Evaluation | 2 | 2 | Apr 21, 2026 |
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| Atrial Fibrillation Detection | 2 | 3 | Jun 23, 2026 |
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| Bi-directional Retrieval | 2 | 1 | Feb 27, 2026 |
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