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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 |
|---|---|---|---|---|
| Panoptic 3D Occupancy Prediction | 1 | 2 | Mar 9, 2026 | |
| Oriented Text Detection | 1 | 8 | Feb 18, 2026 | |
| Video reconstruction from a single motion-blurred image | 1 | 1 | Feb 20, 2026 | |
| Scene Text Understanding | 1 | 2 | Jul 7, 2026 | |
| Geographic Atrophy disease identification | 1 | 1 | Feb 18, 2026 | |
| Streaming video captioning | 1 | 2 | Jun 2, 2026 | |
| Ball Trajectory Inference | 1 | 1 | Feb 20, 2026 | |
| Ball State Classification | 1 | 1 | Feb 20, 2026 | |
| 1 |
| 1 |
| Feb 20, 2026 |
| Cross-modal Image Classification | 1 | 1 | Feb 18, 2026 |
|---|
| Waterline Segmentation | 1 | 1 | Feb 18, 2026 |
|---|
| 2D Brain tissues registration | 1 | 1 | Feb 20, 2026 |
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| Single-target Visual Active Search (Large Vehicle) | 1 | 1 | May 18, 2026 |
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| Affective image editing | 1 | 1 | Feb 20, 2026 |
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| Muscle volume and bone volume estimation | 1 | 1 | Feb 18, 2026 |
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| Bone decomposition | 1 | 1 | Feb 18, 2026 |
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| RGB-D Segmentation | 1 | 1 | Feb 18, 2026 |
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| RGB-D Registration (SE(3)) | 1 | 1 | Feb 27, 2026 |
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| Depth Map Denoising | 1 | 1 | Feb 18, 2026 |
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| Medical Image Analysis Aggregation | 1 | 1 | Feb 20, 2026 |
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| Multi-person 3D human mesh recovery | 1 | 2 | May 7, 2026 |
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| Style-based motion generation | 1 | 1 | Feb 20, 2026 |
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| RGB-D Registration (Sim(3)) | 1 | 1 | Feb 27, 2026 |
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| ES/ED Frame Detection | 1 | 2 | Mar 30, 2026 |
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| Image-to-Video Watermarking Robustness | 1 | 1 | Feb 20, 2026 |
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