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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 |
|---|---|---|---|---|
| Dwelling Counting | 2 | 1 | Feb 27, 2026 | |
| Screenshot-to-code generation | 2 | 1 | Feb 19, 2026 | |
| 3D Animal Pose Estimation | 2 | 1 | Feb 19, 2026 | |
| Occupant Counting | 2 | 1 | Feb 27, 2026 | |
| Perineural Invasion Detection | 2 | 1 | Feb 22, 2026 | |
| Color Constancy Index modeling | 2 | 1 | Feb 22, 2026 | |
| Closed-ended Visual Question Answering | 2 | 1 | Feb 22, 2026 | |
| Post-stow bin state prediction | 2 | 1 | Feb 22, 2026 | |
| Facial Privacy Protection |
| 2 |
| 2 |
| Jul 3, 2026 |
| Image Labeling | 2 | 1 | Feb 22, 2026 |
|---|
| Surgical Smoke Removal | 2 | 2 | Mar 30, 2026 |
|---|
| Head Pose Tracking | 2 | 2 | May 6, 2026 |
|---|
| Image-to-Brain Signal Generation | 2 | 1 | Feb 22, 2026 |
|---|
| 3D Object Part Segmentation | 2 | 24 | Mar 5, 2026 |
|---|
| Motion Understanding and Temporal Reasoning | 2 | 1 | Feb 22, 2026 |
|---|
| High Dynamic Range Imaging | 2 | 2 | May 28, 2026 |
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| Long-form video understanding and instruction following | 2 | 1 | Feb 22, 2026 |
|---|
| Sketch-to-Real Person Re-identification | 2 | 1 | Feb 22, 2026 |
|---|
| Client contribution estimation | 2 | 1 | Feb 18, 2026 |
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| 6D Localization | 2 | 1 | Feb 19, 2026 |
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| Extrapolation Detection | 2 | 1 | Feb 22, 2026 |
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| Image Deblocking | 2 | 2 | Mar 24, 2026 |
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| Structured Vision-Language Concept Learning | 2 | 1 | Feb 18, 2026 |
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| 3D human shape and pose estimation | 2 | 4 | Feb 18, 2026 |
|---|
| UV-map Illumination Quality Assessment | 2 | 1 | Feb 18, 2026 |
|---|