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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 |
|---|---|---|---|---|
| Question Retrieval | 6 | 4 | May 25, 2026 | |
| Flexible Flow Shop Problem | 6 | 3 | Jun 30, 2026 | |
| Zero-shot Relation Extraction | 6 | 1 | Feb 18, 2026 | |
| Temporal Extrapolation | 6 | 3 | May 22, 2026 | |
| Robotic Motion Planning | 6 | 2 | Mar 6, 2026 | |
| Hypothesis Testing | 6 | 3 | May 11, 2026 | |
| One-shot Classification | 6 | 1 | Feb 18, 2026 | |
| Proprioceptive State Estimation | 6 | 1 | Apr 1, 2026 | |
| Mathematical Word Problems | 6 | 6 | Jun 2, 2026 | |
| Traditional Symbolic Object Classification |
|---|
| 6 |
| 1 |
| Feb 18, 2026 |
| Open-set knowledge retrieval | 6 | 1 | Feb 27, 2026 |
|---|
| Generalization Reasoning | 6 | 4 | May 29, 2026 |
|---|
| PR Prediction | 6 | 2 | May 12, 2026 |
|---|
| Question Answering Sufficiency Prediction | 6 | 1 | Feb 19, 2026 |
|---|
| Particle picking | 6 | 2 | Apr 21, 2026 |
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| Trajectory Generation via SCP | 6 | 1 | Feb 21, 2026 |
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| Emotion Prediction | 6 | 4 | Feb 20, 2026 |
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| Interactive Video Segmentation | 6 | 2 | Mar 31, 2026 |
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| Facility Location | 6 | 2 | Feb 22, 2026 |
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| Multi-exposure Correction | 6 | 2 | Feb 19, 2026 |
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| Demand Prediction | 6 | 4 | Jun 16, 2026 |
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| Personalized Long-Form Generation | 6 | 1 | Feb 19, 2026 |
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| Scene-level 3D Reconstruction | 6 | 6 | Feb 27, 2026 |
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| Human Pose Prediction | 6 | 4 | Feb 27, 2026 |
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| 3D Human Pose Prediction | 6 | 7 | Feb 27, 2026 |
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