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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 |
|---|---|---|---|---|
| Video Reenactment | 3 | 2 | Feb 18, 2026 | |
| CAD reconstruction from point clouds | 3 | 2 | Jun 4, 2026 | |
| Visual Anomaly Segmentation | 3 | 1 | Mar 4, 2026 | |
| Multispectral Demosaicing | 3 | 1 | Mar 4, 2026 | |
| Indoor Scene Stylization | 3 | 2 | Feb 20, 2026 | |
| Real-world Single Image Super-Resolution | 3 | 2 | May 25, 2026 | |
| Echocardiography Navigation | 3 | 1 | Mar 4, 2026 | |
| Person's Activity | 3 | 1 | Feb 18, 2026 | |
| Brain MRI Quality Classification |
| 3 |
| 1 |
| Mar 9, 2026 |
| Lightweight Image Super-Resolution | 3 | 1 | Feb 18, 2026 |
|---|
| Visual Language Navigation | 3 | 2 | Jun 30, 2026 |
|---|
| 3D Cloth Decomposition | 3 | 1 | Feb 18, 2026 |
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| 3D Keypoint Matching | 3 | 1 | Feb 18, 2026 |
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| Dynamic 3D Sketching | 3 | 1 | Feb 18, 2026 |
|---|
| SSL Backdoor Attack | 3 | 1 | Mar 4, 2026 |
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| Panoramic Depth Prediction | 3 | 1 | Feb 18, 2026 |
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| Visual puzzle solving | 3 | 3 | Jun 18, 2026 |
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| SfM registration | 3 | 1 | Feb 18, 2026 |
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| Dance Motion Generation | 3 | 2 | Feb 22, 2026 |
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| Face UV Texture Recovery | 3 | 1 | Feb 18, 2026 |
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| 2D gaze estimation | 3 | 1 | Feb 18, 2026 |
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| Non-rigid image editing | 3 | 2 | Feb 20, 2026 |
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| Khmer Text Recognition | 3 | 1 | Mar 4, 2026 |
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| Traffic Object Detection | 3 | 4 | Feb 19, 2026 |
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| Document Visual Information Extraction (Document VQA format) | 3 | 1 | Feb 18, 2026 |
|---|