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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 |
|---|---|---|---|---|
| Low-light raw denoising | 5 | 2 | Feb 18, 2026 | |
| Concept Recognition | 5 | 3 | May 12, 2026 | |
| Social Gaze Prediction | 5 | 2 | May 27, 2026 | |
| Object Proposal | 5 | 4 | Mar 19, 2026 | |
| Leaf Instance Segmentation | 5 | 1 | Mar 5, 2026 | |
| Multi-label CXR Classification | 5 | 1 | Feb 18, 2026 | |
| 360° layout estimation | 5 | 2 | Feb 18, 2026 | |
| Degradation Estimation | 5 | 2 | Feb 21, 2026 | |
| 3D clothed human reconstruction | 5 | 4 | May 26, 2026 |
| Visualization Generation | 5 | 2 | Apr 14, 2026 |
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| Closed-set Source-Free Domain Adaptation | 5 | 3 | Apr 21, 2026 |
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| Cooperative Perception | 5 | 3 | May 4, 2026 |
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| Auto-focusing | 5 | 1 | Feb 18, 2026 |
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| Visual Logical Reasoning | 5 | 11 | Apr 28, 2026 |
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| General Visual Reasoning | 5 | 9 | Jul 2, 2026 |
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| High-Resolution Visual Perception | 5 | 10 | Jul 2, 2026 |
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| Action Caption | 5 | 1 | Feb 25, 2026 |
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| Correlation Coefficient Analysis | 5 | 1 | Feb 19, 2026 |
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| Domain-generalised Segmentation | 5 | 1 | Feb 18, 2026 |
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| Multi-modal Manipulation Detection and Grounding | 5 | 2 | Mar 13, 2026 |
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| Albedo Prediction | 5 | 3 | May 7, 2026 |
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| Visual Entity Recognition | 5 | 3 | Mar 27, 2026 |
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| Secret recovery | 5 | 3 | Apr 7, 2026 |
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| Gleason Grading | 5 | 5 | May 7, 2026 |
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| Controlled Caption Generation | 5 | 2 | Feb 25, 2026 |
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