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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 |
|---|---|---|---|---|
| Proprioceptive State Estimation | 6 | 1 | Apr 1, 2026 | |
| Temporal Extrapolation | 6 | 3 | May 22, 2026 | |
| Enhancing Tumor Segmentation | 6 | 5 | Jun 9, 2026 | |
| Demand Prediction | 6 | 4 | Jun 16, 2026 | |
| Accident Detection | 6 | 2 | Apr 8, 2026 | |
| Mathematical Word Problems | 6 | 6 | Jun 2, 2026 | |
| Speech-driven gesture generation | 6 | 6 | May 8, 2026 | |
| ODE modeling | 6 | 1 | Feb 18, 2026 | |
| Multilingual Retrieval |
| 6 |
| 10 |
| Jun 18, 2026 |
| Trajectory Generation via SCP | 6 | 1 | Feb 21, 2026 |
|---|
| Question Answering Sufficiency Prediction | 6 | 1 | Feb 19, 2026 |
|---|
| Online Classification | 6 | 2 | May 7, 2026 |
|---|
| Personalized Long-Form Generation | 6 | 1 | Feb 19, 2026 |
|---|
| 2D hand pose estimation | 6 | 3 | Feb 19, 2026 |
|---|
| End-to-end Entity Linking | 6 | 3 | May 25, 2026 |
|---|
| Generalization Reasoning | 6 | 4 | May 29, 2026 |
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| Interactive Video Segmentation | 6 | 2 | Mar 31, 2026 |
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| Video Human Removal | 6 | 1 | Apr 1, 2026 |
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| Segment-level identification | 6 | 1 | Feb 21, 2026 |
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| Facility Location | 6 | 2 | Feb 22, 2026 |
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| Question Retrieval | 6 | 4 | May 25, 2026 |
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| Particle picking | 6 | 2 | Apr 21, 2026 |
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| Numerical Simulation | 6 | 2 | May 11, 2026 |
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| Differential Morphing Attack Detection | 6 | 2 | Apr 21, 2026 |
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| Emotion Prediction | 6 | 4 | Feb 20, 2026 |
|---|