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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 |
|---|---|---|---|---|
| Grape Leaf Disease Classification | 1 | 1 | Feb 20, 2026 | |
| Gallbladder Cancer Detection | 1 | 2 | Feb 18, 2026 | |
| Small bowel segmentation | 1 | 1 | Feb 18, 2026 | |
| Gleason Scoring Classification | 1 | 1 | Feb 18, 2026 | |
| Visual-Semantic Understanding | 1 | 1 | Feb 20, 2026 | |
| PET Image Reconstruction Diameter Measurement | 1 | 1 | Feb 19, 2026 | |
| Ground Camera Localization | 1 | 1 | May 11, 2026 | |
| Meme Captioning | 1 | 1 | Feb 20, 2026 | |
| Image Quality Assessment Score Regression |
| 1 |
| 2 |
| Mar 4, 2026 |
| Nuclear Mitosis Classification | 1 | 1 | Feb 18, 2026 |
|---|
| Referring Expression | 1 | 2 | Feb 18, 2026 |
|---|
| Traffic Violation Detection | 1 | 1 | Feb 20, 2026 |
|---|
| Text-guided Video Stylization | 1 | 1 | Feb 20, 2026 |
|---|
| First-frame-guided Video Stylization | 1 | 1 | Feb 20, 2026 |
|---|
| pixel-by-pixel classification | 1 | 1 | Feb 18, 2026 |
|---|
| Nuclear Atypia Classification | 1 | 1 | Feb 18, 2026 |
|---|
| Audio-to-Motion Generation | 1 | 1 | Feb 18, 2026 |
|---|
| Face motion generation | 1 | 1 | Feb 18, 2026 |
|---|
| Organ Recognition | 1 | 1 | Feb 20, 2026 |
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| Body and hand motion generation | 1 | 1 | Feb 18, 2026 |
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| Abnormal Area Detection | 1 | 1 | Feb 20, 2026 |
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| 3D Holistic Body Reconstruction | 1 | 1 | Feb 18, 2026 |
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| Object Resizing | 1 | 1 | Feb 20, 2026 |
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| Contextualized Video Instance Retrieval | 1 | 1 | Feb 18, 2026 |
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| Generic Video Instance Retrieval | 1 | 1 | Feb 18, 2026 |
|---|