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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 |
|---|---|---|---|---|
| Medical Diagnosis | 48 | 22 | Jun 15, 2026 | |
| Referring Segmentation | 48 | 33 | Jul 8, 2026 | |
| Grounding | 48 | 34 | Jul 8, 2026 | |
| Object Segmentation | 48 | 21 | Jul 8, 2026 | |
| Deraining | 48 | 51 | Jun 23, 2026 | |
| Spatial Understanding | 47 | 25 | Jul 8, 2026 | |
| Misclassification Detection | 46 | 16 | Jul 9, 2026 | |
| Open-Vocabulary Segmentation | 46 | 27 | Jun 23, 2026 | |
| Compositional Reasoning | 46 | 40 | Jul 7, 2026 |
| Video Recognition | 46 | 43 | Jun 25, 2026 |
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| Shadow Removal | 46 | 27 | Jul 9, 2026 |
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| Landmark Detection | 46 | 23 | Jun 23, 2026 |
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| Text Detection | 46 | 62 | Jun 29, 2026 |
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| Document Question Answering | 46 | 44 | Jun 30, 2026 |
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| Open Set Recognition | 46 | 14 | Jul 7, 2026 |
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| Verification | 45 | 13 | Jul 7, 2026 |
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| Image Understanding | 45 | 28 | Jun 16, 2026 |
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| Multi-task Learning | 45 | 37 | Jun 26, 2026 |
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| 6D Object Pose Estimation | 45 | 54 | Jun 23, 2026 |
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| Pixel-level Anomaly Detection | 45 | 29 | Jun 9, 2026 |
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| Motion Prediction | 45 | 41 | Jul 9, 2026 |
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| Video Deepfake Detection | 45 | 7 | Jul 7, 2026 |
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| Captioning | 45 | 25 | Jul 9, 2026 |
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| Object Removal | 44 | 25 | Jun 29, 2026 |
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| Face Restoration | 44 | 21 | May 15, 2026 |
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