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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 |
|---|---|---|---|---|
| Hand joint velocity reconstruction | 1 | 1 | Feb 21, 2026 | |
| Guidewire Segmentation | 1 | 1 | Feb 21, 2026 | |
| 3D Pose Reconstruction | 1 | 1 | Feb 18, 2026 | |
| Spatial Control (right_of) | 1 | 1 | Feb 21, 2026 | |
| Polyp segmentation and neoplasm detection | 1 | 2 | Feb 18, 2026 | |
| Spatial and temporal comprehension | 1 | 1 | Feb 18, 2026 | |
| Egocentric Understanding | 1 | 1 | Feb 21, 2026 | |
| 3D Indoor Scene Layout Generation | 1 | 1 | Jul 3, 2026 | |
| Winograd Numerical Stability Improvement |
|---|
| 1 |
| 1 |
| Feb 21, 2026 |
| Controllable Multi-view Video Generation | 1 | 1 | Feb 18, 2026 |
|---|
| Panoramic Object and Path Search | 1 | 1 | Jul 3, 2026 |
|---|
| Single-object 3D detection | 1 | 1 | Feb 18, 2026 |
|---|
| Social Navigation Perception Prediction | 1 | 1 | Feb 21, 2026 |
|---|
| Perception Safety Evaluation | 1 | 1 | Feb 21, 2026 |
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| Future Trajectory Degradation Prediction | 1 | 1 | Feb 21, 2026 |
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| 3D Face Geometry Reconstruction | 1 | 1 | Feb 18, 2026 |
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| Open-loop motion behavior modeling | 1 | 1 | Feb 21, 2026 |
|---|
| Compositional Image-Text Matching | 1 | 2 | Feb 27, 2026 |
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| Motion Behavior Generation | 1 | 1 | Feb 21, 2026 |
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| Joint-space residual torque estimation | 1 | 1 | Feb 21, 2026 |
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| Trajectory Prediction Evaluation Correlation | 1 | 1 | Feb 21, 2026 |
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| Right Ventricle Segmentation | 1 | 1 | Feb 18, 2026 |
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| VLA Inference | 1 | 1 | Feb 21, 2026 |
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| Emergency braking collision mitigation | 1 | 1 | Feb 21, 2026 |
|---|
| Wrap-Grasp | 1 | 1 | Feb 21, 2026 |
|---|