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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 |
|---|---|---|---|---|
| Multi-person 3D human mesh recovery | 1 | 2 | May 7, 2026 | |
| Style-based motion generation | 1 | 1 | Feb 20, 2026 | |
| RGB-D Registration (Sim(3)) | 1 | 1 | Feb 27, 2026 | |
| ES/ED Frame Detection | 1 | 2 | Mar 30, 2026 | |
| Image-to-Video Watermarking Robustness | 1 | 1 | Feb 20, 2026 | |
| 4D LiDAR Panoptic Segmentation | 1 | 1 | Feb 20, 2026 | |
| Video Steganography | 1 | 1 | Feb 18, 2026 | |
| Visuomotor Policy | 1 | 1 | May 18, 2026 | |
| Facial Expression Manipulation |
| 1 |
| 1 |
| Feb 20, 2026 |
| Predictive Video Reasoning | 1 | 1 | May 18, 2026 |
|---|
| Microbubble localization | 1 | 1 | Feb 18, 2026 |
|---|
| Temporal Video Segmentation | 1 | 2 | Feb 18, 2026 |
|---|
| Word Detection | 1 | 1 | Feb 20, 2026 |
|---|
| Zero-shot Class Generalization | 1 | 1 | Feb 20, 2026 |
|---|
| Zero-shot Vision-Language Tasks | 1 | 1 | Feb 18, 2026 |
|---|
| Video Activity Recognition | 1 | 2 | Jun 30, 2026 |
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| Video segmentation from a sentence | 1 | 14 | Feb 27, 2026 |
|---|
| Feature Relevance Evaluation | 1 | 1 | Feb 18, 2026 |
|---|
| 3D Talking Face Animation | 1 | 1 | Feb 18, 2026 |
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| Rectified wide-angle image rectangling | 1 | 1 | Feb 20, 2026 |
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| Illumination Prediction | 1 | 1 | Feb 18, 2026 |
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| Crowd Detection | 1 | 1 | Feb 18, 2026 |
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| Wide-angle image rectangling | 1 | 1 | Feb 20, 2026 |
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| Actor Semantic Segmentation | 1 | 1 | Feb 18, 2026 |
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| Salient region segmentation | 1 | 1 | Feb 18, 2026 |
|---|