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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 |
|---|---|---|---|---|
| Scene Graph Generation | 55 | 47 | Jul 8, 2026 | |
| Action Prediction | 55 | 28 | Jul 7, 2026 | |
| Accuracy Estimation | 54 | 6 | Jun 5, 2026 | |
| Hand Pose Estimation | 54 | 36 | Jun 25, 2026 | |
| Document Parsing | 54 | 33 | Jul 7, 2026 | |
| Skin lesion classification | 53 | 46 | Jul 8, 2026 | |
| Robustness Evaluation | 53 | 23 | Jun 17, 2026 | |
| Object Discovery | 53 | 24 | Apr 28, 2026 | |
| Human Motion Prediction | 53 | 46 | Jun 30, 2026 |
| Video Inpainting | 53 | 31 | Jun 18, 2026 |
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| Sequence Classification | 52 | 28 | Jun 23, 2026 |
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| Video Action Recognition | 52 | 64 | Jun 16, 2026 |
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| Long-Tailed Image Classification | 52 | 60 | Jul 8, 2026 |
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| Homography Estimation | 52 | 38 | Jul 7, 2026 |
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| Object Localization | 52 | 46 | Jun 30, 2026 |
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| Image-Goal Navigation | 52 | 22 | Jun 30, 2026 |
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| Human-Object Interaction Detection | 51 | 78 | Jun 5, 2026 |
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| Handwritten text recognition | 51 | 25 | Jul 9, 2026 |
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| Unsupervised Domain Adaptation | 51 | 85 | Jun 25, 2026 |
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| Camera Tracking | 50 | 37 | Jul 9, 2026 |
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| License Plate Recognition | 50 | 13 | Jul 1, 2026 |
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| Visual-Inertial Odometry | 49 | 19 | Jul 7, 2026 |
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| Audio-Visual Segmentation | 49 | 21 | May 15, 2026 |
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| Disentanglement | 49 | 23 | Jul 7, 2026 |
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| Cardiac Segmentation | 48 | 48 | Jul 2, 2026 |
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