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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 |
|---|---|---|---|---|
| Organ Segmentation | 24 | 15 | Jun 16, 2026 | |
| Multi-task image classification | 24 | 11 | Jul 3, 2026 | |
| Weakly Supervised Object Localization | 24 | 25 | Jul 1, 2026 | |
| Video-level Deepfake Detection | 24 | 5 | May 12, 2026 | |
| Temporal Forgery Localization | 23 | 14 | Jul 7, 2026 | |
| Phase Retrieval | 23 | 20 | Jun 30, 2026 | |
| Nonlinear Deblurring | 23 | 12 | Jun 30, 2026 | |
| Attack Success Rate | 23 | 15 | Jun 18, 2026 | |
| 3D Multi-person Pose Estimation | 23 | 22 |
| Apr 21, 2026 |
| Cell detection | 23 | 12 | Jun 8, 2026 |
|---|
| Federated Class-Incremental Learning | 23 | 6 | Jun 16, 2026 |
|---|
| Scene Text Detection | 23 | 39 | Jun 29, 2026 |
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| Deepfake Attribution | 23 | 5 | May 13, 2026 |
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| Articulation Estimation | 23 | 8 | Jun 9, 2026 |
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| 3D Point Tracking | 23 | 11 | May 7, 2026 |
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| Category Discovery | 23 | 8 | Jul 7, 2026 |
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| Lesion Detection | 23 | 19 | Jul 7, 2026 |
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| 2D Segmentation | 23 | 6 | May 28, 2026 |
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| Mapping | 23 | 7 | Jul 7, 2026 |
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| AI Image Detection | 23 | 9 | Jul 8, 2026 |
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| Fine-Grained Perception | 23 | 15 | Jul 8, 2026 |
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| Visual Attribution | 23 | 6 | May 20, 2026 |
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| Cell tracking | 23 | 6 | Jul 7, 2026 |
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| Unsupervised Object Segmentation | 23 | 12 | May 12, 2026 |
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| Attribute Prediction | 22 | 19 | Jun 12, 2026 |
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