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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 |
|---|---|---|---|---|
| Component Detection | 2 | 2 | Feb 18, 2026 | |
| Max Pooling 3D | 2 | 1 | Feb 27, 2026 | |
| Triplet Association | 2 | 2 | Feb 18, 2026 | |
| Region-level OCR | 2 | 2 | Apr 20, 2026 | |
| Crack Restoration | 2 | 1 | Feb 22, 2026 | |
| Video Corpus Understanding | 2 | 1 | Feb 22, 2026 | |
| 4D Motion Modeling | 2 | 1 | Feb 19, 2026 | |
| Streamline Classification | 2 | 1 | Feb 22, 2026 | |
| Severity Degree Diagnosis | 2 | 1 | Feb 22, 2026 |
| Visual Relationship Retrieval | 2 | 1 | Feb 27, 2026 |
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| Instance Identification | 2 | 1 | Feb 19, 2026 |
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| Trajectory Estimation via Line Segment Detection | 2 | 1 | Feb 18, 2026 |
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| Vertebra Labeling | 2 | 1 | Feb 19, 2026 |
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| Land Cover Change Detection | 2 | 2 | Apr 14, 2026 |
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| Referring Expression Retrieval | 2 | 1 | Feb 21, 2026 |
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| Video Glass Surface Detection | 2 | 1 | Feb 20, 2026 |
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| Body Detection | 2 | 1 | Feb 18, 2026 |
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| Extrapolation Detection | 2 | 1 | Feb 22, 2026 |
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| Deepfake Detection Attack | 2 | 1 | Feb 21, 2026 |
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| Quality Control | 2 | 1 | Feb 21, 2026 |
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| Anatomy Completion | 2 | 2 | Mar 16, 2026 |
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| Global Model Explanation | 2 | 1 | Feb 20, 2026 |
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| Chest Classification | 2 | 1 | Feb 20, 2026 |
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| Visual Attention Prediction | 2 | 2 | Feb 20, 2026 |
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| Thalamic Nuclei Segmentation | 2 | 1 | Feb 21, 2026 |
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