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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 |
|---|---|---|---|---|
| PAS Detection | 1 | 1 | Feb 20, 2026 | |
| Textual explanation faithfulness evaluation | 1 | 1 | May 19, 2026 | |
| Mosaic Segmentation | 1 | 1 | Feb 20, 2026 | |
| 4D Instance Semantic Segmentation | 1 | 1 | Feb 20, 2026 | |
| Class-agnostic full-scene segmentation | 1 | 1 | Feb 20, 2026 | |
| LAI Estimation | 1 | 1 | Feb 20, 2026 | |
| Cosignature Verification | 1 | 1 | May 19, 2026 | |
| Action Semantic Segmentation | 1 | 2 | Feb 18, 2026 | |
| Dense human pose regression | 1 | 1 |
| Feb 18, 2026 |
| SPAD Estimation | 1 | 1 | Feb 20, 2026 |
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| Human keypoint-grounded image generation | 1 | 1 | Feb 27, 2026 |
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| Artist attribution | 1 | 1 | Feb 18, 2026 |
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| Material Estimation and Relighting | 1 | 1 | Feb 20, 2026 |
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| Multimodal Place Recognition | 1 | 1 | Feb 20, 2026 |
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| Myocardial lesion segmentation | 1 | 1 | Feb 18, 2026 |
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| Segmentation from a sentence | 1 | 3 | Feb 18, 2026 |
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| Aorta Segmentation | 1 | 1 | Feb 18, 2026 |
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| Whole-brain segmentation | 1 | 1 | Feb 20, 2026 |
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| Organs-at-risk segmentation | 1 | 1 | Feb 20, 2026 |
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| Outlier-aware Semantic Segmentation | 1 | 1 | Feb 18, 2026 |
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| Dyadic Future Prediction | 1 | 1 | Feb 20, 2026 |
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| 2D action recognition | 1 | 1 | Feb 18, 2026 |
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| Pattern segmentation | 1 | 1 | Feb 18, 2026 |
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| Anomaly Instance Segmentation | 1 | 1 | Feb 18, 2026 |
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| Partner Motion Prediction | 1 | 1 | Feb 20, 2026 |
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