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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 |
|---|---|---|---|---|
| stroke-level sketch edit | 2 | 1 | Feb 19, 2026 | |
| Perineural Invasion Detection | 2 | 1 | Feb 22, 2026 | |
| Normal/Abnormal Classification | 2 | 2 | Mar 20, 2026 | |
| RECIST Measurement | 2 | 1 | Feb 19, 2026 | |
| Color Constancy Index modeling | 2 | 1 | Feb 22, 2026 | |
| Panoramic Image Editing | 2 | 1 | Feb 19, 2026 | |
| Holistic Perception | 2 | 1 | Feb 19, 2026 | |
| Closed-ended Visual Question Answering | 2 | 1 | Feb 22, 2026 | |
| 2 |
| 1 |
| Feb 22, 2026 |
| Surgical Smoke Removal | 2 | 2 | Mar 30, 2026 |
|---|
| Population Density Estimation | 2 | 1 | Feb 19, 2026 |
|---|
| Population Abundance Estimation | 2 | 1 | Feb 19, 2026 |
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| Video Moderation | 2 | 2 | May 19, 2026 |
|---|
| Image-to-Brain Signal Generation | 2 | 1 | Feb 22, 2026 |
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| Image Labeling | 2 | 1 | Feb 22, 2026 |
|---|
| Scene Relighting | 2 | 2 | Feb 18, 2026 |
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| Motion Understanding and Temporal Reasoning | 2 | 1 | Feb 22, 2026 |
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| Long-form video understanding and instruction following | 2 | 1 | Feb 22, 2026 |
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| Selective Captioning | 2 | 1 | Feb 19, 2026 |
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| High Dynamic Range Imaging | 2 | 2 | May 28, 2026 |
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| Camera movement understanding | 2 | 2 | Jul 7, 2026 |
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| Sub-activity detection | 2 | 2 | Feb 18, 2026 |
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| Flake Detection | 2 | 1 | Feb 22, 2026 |
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| Sketch-to-Real Person Re-identification | 2 | 1 | Feb 22, 2026 |
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| Video-to-Video lip-syncing | 2 | 1 | Feb 19, 2026 |
|---|