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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 |
|---|---|---|---|---|
| Visual Place Recognition | 160 | 51 | Jul 2, 2026 | |
| Emotion Recognition | 160 | 156 | Jul 9, 2026 | |
| Depth Completion | 160 | 64 | Jul 7, 2026 | |
| Salient Object Detection | 156 | 101 | Jul 7, 2026 | |
| Reconstruction | 155 | 83 | Jul 9, 2026 | |
| Change Detection | 154 | 111 | Jul 9, 2026 | |
| Visual Object Tracking | 152 | 137 | Jul 8, 2026 | |
| Video Frame Interpolation | 150 | 63 | Jun 24, 2026 | |
| Video Object Segmentation | 150 | 208 | Jul 9, 2026 |
| Panoptic Segmentation | 149 | 136 | Jul 8, 2026 |
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| Scene Text Recognition | 148 | 57 | Jun 24, 2026 |
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| Synthetic Image Detection | 146 | 36 | Jul 8, 2026 |
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| Face Recognition | 144 | 78 | Jul 8, 2026 |
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| Video Classification | 144 | 143 | Jul 9, 2026 |
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| Image Deblurring | 143 | 152 | Jul 7, 2026 |
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| Face Verification | 142 | 100 | Jul 7, 2026 |
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| Domain Generalization | 134 | 142 | Jul 8, 2026 |
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| Human Pose Estimation | 133 | 147 | Jul 7, 2026 |
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| Fine-grained Image Classification | 133 | 134 | Jul 9, 2026 |
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| Multi-Object Tracking | 133 | 171 | Jul 7, 2026 |
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| Image Segmentation | 130 | 77 | Jul 8, 2026 |
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| Tracking | 128 | 62 | Jul 9, 2026 |
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| Virtual Try-On | 128 | 53 | Jul 7, 2026 |
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| Domain Adaptation | 128 | 103 | Jul 7, 2026 |
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| Stereo Matching | 124 | 68 | Jul 9, 2026 |
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