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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 |
|---|---|---|---|---|
| Degradation Estimation | 5 | 2 | Feb 21, 2026 | |
| Low-light raw denoising | 5 | 2 | Feb 18, 2026 | |
| RGB to RAW reconstruction | 5 | 2 | Feb 19, 2026 | |
| Closed-set Source-Free Domain Adaptation | 5 | 3 | Apr 21, 2026 | |
| Occlusion Detection | 5 | 2 | Feb 18, 2026 | |
| Visual Logical Reasoning | 5 | 11 | Apr 28, 2026 | |
| General Visual Reasoning | 5 | 9 | Jul 2, 2026 | |
| Counterfactual Image Generation | 5 | 3 | May 25, 2026 | |
| High-Resolution Visual Perception |
| 5 |
| 10 |
| Jul 2, 2026 |
| Musical Instrument Classification | 5 | 19 | Jun 5, 2026 |
|---|
| top tagging | 5 | 8 | May 19, 2026 |
|---|
| 3D Human Pose and Mesh Recovery | 5 | 8 | Jun 16, 2026 |
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| 3D Vehicle Detection | 5 | 6 | Mar 18, 2026 |
|---|
| 3D Face Shape Reconstruction | 5 | 4 | Feb 18, 2026 |
|---|
| 3D clothed human reconstruction | 5 | 4 | May 26, 2026 |
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| Drone Tracking | 5 | 2 | Jun 4, 2026 |
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| Resection plane estimation | 5 | 1 | Feb 18, 2026 |
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| Object Proposal | 5 | 4 | Mar 19, 2026 |
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| Concept Recognition | 5 | 3 | May 12, 2026 |
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| 360° layout estimation | 5 | 2 | Feb 18, 2026 |
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| Unsupervised Change Detection | 5 | 1 | Feb 25, 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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| Forgery Reasoning | 5 | 2 | Mar 10, 2026 |
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| Auto-focusing | 5 | 1 | Feb 18, 2026 |
|---|