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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 |
|---|---|---|---|---|
| Outdoor 3D Object Detection | 1 | 1 | Feb 18, 2026 | |
| Clinical Visual Question Answering | 1 | 1 | Jun 16, 2026 | |
| Video object referring question answering | 1 | 1 | Feb 20, 2026 | |
| Cerebral Degeneration Classification | 1 | 1 | Feb 20, 2026 | |
| Cerebral Lobe Dysfunction Classification | 1 | 1 | Feb 20, 2026 | |
| Multi-Frame HDR Imaging | 1 | 1 | Feb 18, 2026 | |
| Cerebrovascular Diseases Classification | 1 | 1 | Feb 20, 2026 | |
| Website Accessibility Correction | 1 | 1 | Feb 20, 2026 |
| Forest Loss Detection | 1 | 1 | Jun 16, 2026 |
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| Mathematical Reasoning in Vision | 1 | 6 | Feb 18, 2026 |
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| Report Evaluation | 1 | 1 | Feb 20, 2026 |
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| SID Quality | 1 | 1 | Feb 20, 2026 |
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| Lesion Change Detection | 1 | 1 | Feb 18, 2026 |
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| RGB-T video semantic segmentation | 1 | 1 | Feb 18, 2026 |
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| Modification Retrieval | 1 | 1 | Feb 20, 2026 |
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| Real Play Prediction | 1 | 1 | Feb 20, 2026 |
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| Instance-level identification | 1 | 1 | Feb 20, 2026 |
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| UI-to-Code | 1 | 1 | Feb 20, 2026 |
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| Image Complexity Prediction | 1 | 1 | Feb 20, 2026 |
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| 3D Mesh Reconstruction Quality Evaluation | 1 | 1 | Feb 18, 2026 |
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| Visual Salience | 1 | 1 | Feb 20, 2026 |
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| Tropical Cyclone Estimation | 1 | 1 | Feb 20, 2026 |
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| Sports Trajectory Event Detection and Structuring | 1 | 1 | Feb 20, 2026 |
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| Few-shot domain generalization | 1 | 1 | Feb 18, 2026 |
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| Density Departure Detection | 1 | 1 | Feb 18, 2026 |
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