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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 |
|---|---|---|---|---|
| Affective image editing | 1 | 1 | Feb 20, 2026 | |
| Muscle volume and bone volume estimation | 1 | 1 | Feb 18, 2026 | |
| Bone decomposition | 1 | 1 | Feb 18, 2026 | |
| RGB-D Segmentation | 1 | 1 | Feb 18, 2026 | |
| RGB-D Registration (SE(3)) | 1 | 1 | Feb 27, 2026 | |
| Depth Map Denoising | 1 | 1 | Feb 18, 2026 | |
| Continuous Sign Language Capture | 1 | 1 | Feb 18, 2026 | |
| Medical Image Analysis Aggregation | 1 | 1 | Feb 20, 2026 | |
| 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 |
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| 1D Super-resolution | 1 | 1 | May 18, 2026 |
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| Stereo Pose Recovery | 1 | 1 | Feb 20, 2026 |
|---|
| Microbubble localization | 1 | 1 | Feb 18, 2026 |
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| Temporal Video Segmentation | 1 | 2 | Feb 18, 2026 |
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| Word Detection | 1 | 1 | Feb 20, 2026 |
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| Zero-shot Class Generalization | 1 | 1 | Feb 20, 2026 |
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| Zero-shot Vision-Language Tasks | 1 | 1 | Feb 18, 2026 |
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| Video Activity Recognition | 1 | 2 | Jun 30, 2026 |
|---|
| Video segmentation from a sentence | 1 | 14 | Feb 27, 2026 |
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| Feature Relevance Evaluation | 1 | 1 | Feb 18, 2026 |
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| 3D Talking Face Animation | 1 | 1 | Feb 18, 2026 |
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