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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 |
|---|---|---|---|---|
| Nuclear Cataract severity classification | 1 | 1 | Feb 20, 2026 | |
| Object Proposal Detection | 1 | 1 | Feb 18, 2026 | |
| Cranial Bone and Suture Segmentation | 1 | 1 | Feb 20, 2026 | |
| Multiview Matching | 1 | 1 | Feb 18, 2026 | |
| Video Normal Estimation | 1 | 1 | Feb 20, 2026 | |
| Unsupervised 3D Point Cloud Segmentation | 1 | 1 | May 13, 2026 | |
| Video Artifact Recognition | 1 | 1 | Feb 19, 2026 | |
| Structure-from-Motion (Stereo) | 1 | 1 | Feb 18, 2026 |
| Pancreatic neoplasm detection | 1 | 1 | Feb 20, 2026 |
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| Human Body Shape Estimation | 1 | 1 | Feb 18, 2026 |
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| Layout-guided Multi-subject Customization | 1 | 1 | Feb 20, 2026 |
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| Scale Gap Detection | 1 | 1 | Feb 20, 2026 |
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| Human Part Propagation | 1 | 1 | Feb 18, 2026 |
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| Thoracic Pathology Classification | 1 | 2 | Feb 18, 2026 |
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| Behavior-based emotion recognition | 1 | 1 | Feb 20, 2026 |
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| Object Trajectory Estimation | 1 | 1 | Feb 18, 2026 |
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| Remote Sensing Visual Instruction Following | 1 | 1 | Feb 20, 2026 |
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| Inpainting (Box Mask) | 1 | 1 | Feb 20, 2026 |
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| Leaf-lesion segmentation | 1 | 1 | Feb 20, 2026 |
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| Forest Mapping | 1 | 1 | Feb 20, 2026 |
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| Face Tracking and Reconstruction | 1 | 1 | Feb 18, 2026 |
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| Gaze Object Prediction | 1 | 1 | Feb 18, 2026 |
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| Region Description and Perception | 1 | 1 | Feb 27, 2026 |
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| 2D Visual Grounding | 1 | 1 | Feb 27, 2026 |
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| Facial Anonymization | 1 | 2 | Apr 21, 2026 |
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