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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 |
|---|---|---|---|---|
| Reasoning Grasping | 1 | 1 | Feb 21, 2026 | |
| Language-guided grasping | 1 | 1 | Feb 21, 2026 | |
| Multi-view Selection | 1 | 1 | Feb 21, 2026 | |
| Identification of weird images | 1 | 1 | Feb 18, 2026 | |
| Sketch-to-Video Animation | 1 | 1 | Feb 18, 2026 | |
| Physical Scene Generation | 1 | 1 | Jul 3, 2026 | |
| Crowd Robot Navigation | 1 | 1 | Jul 3, 2026 | |
| Targeted Poisoning Defense | 1 | 1 | Feb 18, 2026 | |
| White Matter Fiber Clustering |
| 1 |
| 1 |
| Feb 18, 2026 |
| Hand joint velocity reconstruction | 1 | 1 | Feb 21, 2026 |
|---|
| Guidewire Segmentation | 1 | 1 | Feb 21, 2026 |
|---|
| Fire Damage Classification | 1 | 1 | Feb 21, 2026 |
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| 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 |
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| Egocentric Understanding | 1 | 1 | Feb 21, 2026 |
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| Single-object 3D detection | 1 | 1 | Feb 18, 2026 |
|---|
| Social Navigation Perception Prediction | 1 | 1 | Feb 21, 2026 |
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| 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 |
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| 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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