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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 |
|---|---|---|---|---|
| Open-set classification | 7 | 2 | Jun 26, 2026 | |
| Novel category discovery | 7 | 2 | Feb 18, 2026 | |
| Hand Detection | 7 | 2 | Jun 17, 2026 | |
| Spatial VQA | 7 | 3 | May 19, 2026 | |
| Abnormality Classification | 7 | 5 | Jun 29, 2026 | |
| Low-Dose CT Reconstruction | 7 | 3 | May 7, 2026 | |
| HR estimation | 7 | 4 | Jun 11, 2026 | |
| Attribution Quality Evaluation | 7 | 3 | Apr 27, 2026 | |
| Handwriting trajectory recovery | 7 | 3 | Jul 7, 2026 | |
| Category-level Pose Estimation |
|---|
| 7 |
| 2 |
| Jun 30, 2026 |
| Single-source Domain Generalization | 7 | 6 | Jun 24, 2026 |
|---|
| 3D Object Tracking | 7 | 11 | Jun 26, 2026 |
|---|
| Long-document Visual Question Answering | 7 | 2 | May 14, 2026 |
|---|
| Cancer lesion segmentation | 7 | 3 | Jun 29, 2026 |
|---|
| Noun recognition | 7 | 4 | Feb 18, 2026 |
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| Video Depth Completion (Temporal Consistency) | 7 | 1 | Feb 22, 2026 |
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| Human Keypoint Detection | 7 | 8 | Feb 22, 2026 |
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| Traffic Detection | 7 | 2 | Jul 9, 2026 |
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| Building Damage Assessment | 7 | 8 | Apr 10, 2026 |
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| Single-image motion deblurring | 7 | 6 | Feb 18, 2026 |
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| Class Retrieval | 7 | 1 | Feb 21, 2026 |
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| Layout Estimation | 7 | 3 | Feb 22, 2026 |
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| Micro-Action Recognition | 7 | 3 | Mar 26, 2026 |
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| Adversarial Transfer Attack | 7 | 3 | Jun 30, 2026 |
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| Lip-to-Speech Synthesis | 7 | 3 | Feb 21, 2026 |
|---|