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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 |
|---|---|---|---|---|
| Joint vehicle detection and pose estimation | 1 | 1 | Feb 18, 2026 | |
| Semantic Risk Detection | 1 | 1 | Feb 21, 2026 | |
| Masked part prediction | 1 | 1 | Jul 2, 2026 | |
| Semantic Image Editing (Puppy-like) | 1 | 1 | Feb 21, 2026 | |
| Corruption Detection | 1 | 1 | Jul 2, 2026 | |
| Low-shot Classification | 1 | 1 | Feb 18, 2026 | |
| Autonomous Driving Trajectory Prediction and Safety Evaluation | 1 | 1 | Feb 21, 2026 | |
| Spatial Perception and Grounding | 1 | 1 | Feb 21, 2026 | |
| 1 |
| 1 |
| Feb 18, 2026 |
| Disjoint Areas Inspection | 1 | 1 | Feb 21, 2026 |
|---|
| Language-guided grasp detection and segmentation | 1 | 1 | Feb 21, 2026 |
|---|
| 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 |
|---|
| Few-shot Audio Classification | 1 | 1 | Jul 3, 2026 |
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| Targeted Poisoning Defense | 1 | 1 | Feb 18, 2026 |
|---|
| White Matter Fiber Clustering | 1 | 1 | Feb 18, 2026 |
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| Hand joint velocity reconstruction | 1 | 1 | Feb 21, 2026 |
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| Guidewire Segmentation | 1 | 1 | Feb 21, 2026 |
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| 3D Pose Reconstruction | 1 | 1 | Feb 18, 2026 |
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| Spatial Control (right_of) | 1 | 1 | Feb 21, 2026 |
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| Polyp segmentation and neoplasm detection | 1 | 2 | Feb 18, 2026 |
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| Spatial and temporal comprehension | 1 | 1 | Feb 18, 2026 |
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| Egocentric Understanding | 1 | 1 | Feb 21, 2026 |
|---|