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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 |
|---|---|---|---|---|
| Human Pose Prediction | 6 | 4 | Feb 27, 2026 | |
| Temporal Extrapolation | 6 | 3 | May 22, 2026 | |
| 3D Human Pose Prediction | 6 | 7 | Feb 27, 2026 | |
| Open-vocabulary keyword spotting | 6 | 2 | Mar 20, 2026 | |
| Subjective Realism Rating | 6 | 1 | Feb 21, 2026 | |
| Criteria-conditioned Clustering | 6 | 1 | Apr 2, 2026 | |
| Graduate-level Question Answering | 6 | 22 | Jun 19, 2026 | |
| Generalization Reasoning | 6 | 4 | May 29, 2026 | |
| Question Answering Sufficiency Prediction | 6 | 1 |
| Feb 19, 2026 |
| Particle picking | 6 | 2 | Apr 21, 2026 |
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| Interactive Video Segmentation | 6 | 2 | Mar 31, 2026 |
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| Single MR Image Super-Resolution | 6 | 1 | Feb 18, 2026 |
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| Brain MR Image Synthesis | 6 | 2 | May 7, 2026 |
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| Personalized Long-Form Generation | 6 | 1 | Feb 19, 2026 |
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| Facility Location | 6 | 2 | Feb 22, 2026 |
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| Peak memory minimization | 6 | 1 | Feb 18, 2026 |
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| Mathematical Word Problems | 6 | 6 | Jun 2, 2026 |
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| Synthetic Data Classification | 6 | 1 | Feb 18, 2026 |
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| Robotic Motion Planning | 6 | 2 | Mar 6, 2026 |
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| Multi-exposure Correction | 6 | 2 | Feb 19, 2026 |
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| Open-set knowledge retrieval | 6 | 1 | Feb 27, 2026 |
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| Proprioceptive State Estimation | 6 | 1 | Apr 1, 2026 |
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| Trajectory Generation via SCP | 6 | 1 | Feb 21, 2026 |
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| Counterfactual Outcome Estimation | 6 | 3 | Apr 16, 2026 |
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| 3D Keypoint Detection | 6 | 2 | Feb 18, 2026 |
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