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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 |
|---|---|---|---|---|
| Uncertain Example Categorization | 1 | 1 | Feb 18, 2026 | |
| Pose-conditioned Video Generation | 1 | 1 | Feb 20, 2026 | |
| Online per-frame action recognition | 1 | 1 | Feb 18, 2026 | |
| Flow-conditioned Video Generation | 1 | 1 | Feb 20, 2026 | |
| Scribble-conditioned Video Generation | 1 | 1 | Feb 20, 2026 | |
| RGBA image reconstruction | 1 | 1 | Feb 20, 2026 | |
| Grayscale-conditioned Video Generation | 1 | 1 | Feb 20, 2026 | |
| Violation Rate Audit | 1 | 1 | Jun 11, 2026 |
| 3D Portrait Animation (Cross Reenactment) | 1 | 2 | Mar 5, 2026 |
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| Resolving Confusion (RC) | 1 | 1 | Feb 18, 2026 |
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| Pose-to-Video Generation | 1 | 2 | Mar 27, 2026 |
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| Scribble-to-Video Generation | 1 | 1 | Feb 20, 2026 |
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| Online detection of action start | 1 | 1 | Feb 18, 2026 |
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| Removing Biases | 1 | 1 | Feb 18, 2026 |
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| General Vision-Language | 1 | 3 | Apr 15, 2026 |
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| Surgical Action | 1 | 1 | Feb 20, 2026 |
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| Compositional Explanation | 1 | 1 | Feb 18, 2026 |
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| Surgical Temporal Grounding | 1 | 1 | Feb 20, 2026 |
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| Neuron Explanation Analysis | 1 | 1 | Feb 18, 2026 |
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| 3D Head Avatar Animation | 1 | 1 | Feb 20, 2026 |
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| Neuron Explanation Quality Evaluation | 1 | 1 | Feb 18, 2026 |
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| Cycle Counting | 1 | 1 | Feb 18, 2026 |
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| Specular Segmentation | 1 | 1 | Feb 20, 2026 |
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| Class Probability Estimation | 1 | 1 | Feb 18, 2026 |
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| Postoperative facial appearance prediction | 1 | 1 | Feb 20, 2026 |
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