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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 |
|---|---|---|---|---|
| Full-field Reconstruction | 6 | 2 | May 14, 2026 | |
| Brain MR Image Synthesis | 6 | 2 | May 7, 2026 | |
| Cross-modality Image-to-Image Translation | 6 | 1 | Feb 18, 2026 | |
| Mathematical Word Problems | 6 | 6 | Jun 2, 2026 | |
| 3-class classification | 6 | 6 | Jun 18, 2026 | |
| Multi-Instance Retrieval | 6 | 7 | May 26, 2026 | |
| Question Answering Sufficiency Prediction | 6 | 1 | Feb 19, 2026 | |
| Question Retrieval | 6 | 4 | May 25, 2026 | |
| Personalized Long-Form Generation |
| 6 |
| 1 |
| Feb 19, 2026 |
| Temporal Extrapolation | 6 | 3 | May 22, 2026 |
|---|
| Robotic Motion Planning | 6 | 2 | Mar 6, 2026 |
|---|
| Particle picking | 6 | 2 | Apr 21, 2026 |
|---|
| Proprioceptive State Estimation | 6 | 1 | Apr 1, 2026 |
|---|
| Trajectory Generation via SCP | 6 | 1 | Feb 21, 2026 |
|---|
| Deinterlacing | 6 | 2 | Feb 18, 2026 |
|---|
| Interactive Video Segmentation | 6 | 2 | Mar 31, 2026 |
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| Open-set knowledge retrieval | 6 | 1 | Feb 27, 2026 |
|---|
| Emotion Prediction | 6 | 4 | Feb 20, 2026 |
|---|
| Residual torque estimation | 6 | 1 | Feb 21, 2026 |
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| Facility Location | 6 | 2 | Feb 22, 2026 |
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| Demand Prediction | 6 | 4 | Jun 16, 2026 |
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| Active Exploration | 6 | 2 | Jun 12, 2026 |
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| Concept Retrieval | 6 | 4 | Feb 19, 2026 |
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| Generalization Reasoning | 6 | 4 | May 29, 2026 |
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| Counterfactual Outcome Estimation | 6 | 3 | Apr 16, 2026 |
|---|