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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 |
|---|---|---|---|---|
| CVR estimation | 2 | 1 | Mar 26, 2026 | |
| Market-consistency diagnostics for sentiment-reconstruction pipelines | 2 | 1 | Mar 26, 2026 | |
| Interference Mitigation | 2 | 1 | Mar 25, 2026 | |
| Touch Pointing Parameter Estimation | 2 | 1 | Mar 26, 2026 | |
| Region-to-Text Identification | 2 | 1 | Mar 25, 2026 | |
| Urgency Prediction | 2 | 2 | Jun 23, 2026 | |
| Text-to-Region Detection | 2 | 1 | Mar 25, 2026 | |
| Vertebra Labeling | 2 | 1 | Feb 19, 2026 | |
| Non-rigid point cloud registration |
| 2 |
| 1 |
| Feb 18, 2026 |
| CSI Forecasting | 2 | 1 | Mar 25, 2026 |
|---|
| Surgical Tool Classification | 2 | 1 | Feb 18, 2026 |
|---|
| Action-Conditioned Generation | 2 | 2 | Jun 18, 2026 |
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| 3D Articulation and Geometry Estimation | 2 | 1 | Mar 25, 2026 |
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| 3D Situated Question Answering | 2 | 7 | Feb 18, 2026 |
|---|
| Malicious Tool Detection | 2 | 2 | Apr 7, 2026 |
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| Needle Translation Tracking | 2 | 1 | Mar 25, 2026 |
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| Encoding | 2 | 1 | Mar 25, 2026 |
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| Needle Rotation Tracking | 2 | 1 | Mar 25, 2026 |
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| DNA-level interpretability | 2 | 1 | Mar 25, 2026 |
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| Action Phase Progression | 2 | 1 | Feb 18, 2026 |
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| Category-level absolute pose estimation | 2 | 2 | Jul 7, 2026 |
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| Computation graph scheduling | 2 | 1 | Mar 25, 2026 |
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| Omnidirectional completion | 2 | 1 | Mar 25, 2026 |
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| Emergency Response | 2 | 1 | Mar 25, 2026 |
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| Proactive Policy Steering | 2 | 1 | Mar 25, 2026 |
|---|