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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 |
|---|---|---|---|---|
| Multi-modal Manipulation Detection and Grounding | 5 | 2 | Mar 13, 2026 | |
| Drone Tracking | 5 | 2 | Jun 4, 2026 | |
| Medical Landmark Detection | 5 | 2 | Jul 7, 2026 | |
| Human-Object Interaction Recognition | 5 | 3 | Feb 18, 2026 | |
| Visualization Generation | 5 | 2 | Apr 14, 2026 | |
| Closed-set Source-Free Domain Adaptation | 5 | 3 | Apr 21, 2026 | |
| Retinal Anomaly Detection | 5 | 1 | Feb 18, 2026 | |
| Cooperative Perception | 5 | 3 | May 4, 2026 | |
| 5 |
| 3 |
| Mar 16, 2026 |
| Resection plane estimation | 5 | 1 | Feb 18, 2026 |
|---|
| Fact-based Visual Question Answering | 5 | 7 | Jul 7, 2026 |
|---|
| Few-Shot Open-Set Action Recognition | 5 | 1 | Mar 5, 2026 |
|---|
| One-class novelty detection | 5 | 4 | Feb 18, 2026 |
|---|
| Poisson Denoising | 5 | 4 | Feb 20, 2026 |
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| 1:1 Face Verification | 5 | 5 | May 19, 2026 |
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| Foil Detection | 5 | 1 | Feb 18, 2026 |
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| Monocular 3D Detection | 5 | 4 | Mar 31, 2026 |
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| High-Resolution Visual Perception | 5 | 10 | Jul 2, 2026 |
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| Visual Entity Recognition | 5 | 3 | Mar 27, 2026 |
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| Training dataset class prediction | 5 | 1 | Feb 18, 2026 |
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| Secret recovery | 5 | 3 | Apr 7, 2026 |
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| Action Caption | 5 | 1 | Feb 25, 2026 |
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| Pneumonia Detection | 5 | 5 | Feb 22, 2026 |
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| Low-light raw denoising | 5 | 2 | Feb 18, 2026 |
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| Event-based rotational Visual Odometry | 5 | 1 | Feb 18, 2026 |
|---|