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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 |
|---|---|---|---|---|
| Partial Relevance Video Retrieval | 2 | 2 | Feb 18, 2026 | |
| Whole Body Recognition | 2 | 1 | Feb 19, 2026 | |
| Occupant Counting | 2 | 1 | Feb 27, 2026 | |
| Temporal Anomaly Grounding | 2 | 1 | Feb 27, 2026 | |
| Video Anomaly Question Answering | 2 | 1 | Feb 27, 2026 | |
| Video Anomaly Understanding Evaluation | 2 | 1 | Feb 27, 2026 | |
| Perineural Invasion Detection | 2 | 1 | Feb 22, 2026 | |
| Color Constancy Index modeling | 2 | 1 | Feb 22, 2026 | |
| Surgical Smoke Removal |
| 2 |
| 2 |
| Mar 30, 2026 |
| i.i.d Gaussian Denoising | 2 | 1 | Feb 19, 2026 |
|---|
| Normal/Abnormal Classification | 2 | 2 | Mar 20, 2026 |
|---|
| Closed-ended Visual Question Answering | 2 | 1 | Feb 22, 2026 |
|---|
| Post-stow bin state prediction | 2 | 1 | Feb 22, 2026 |
|---|
| Free-viewpoint Video Reconstruction | 2 | 2 | Jun 30, 2026 |
|---|
| Image Labeling | 2 | 1 | Feb 22, 2026 |
|---|
| Image-to-Brain Signal Generation | 2 | 1 | Feb 22, 2026 |
|---|
| Zero-shot Portrait Customization | 2 | 1 | Feb 19, 2026 |
|---|
| Sketch Reconstruction | 2 | 2 | Mar 23, 2026 |
|---|
| High Dynamic Range Imaging | 2 | 2 | May 28, 2026 |
|---|
| Motion Understanding and Temporal Reasoning | 2 | 1 | Feb 22, 2026 |
|---|
| stroke-level sketch edit | 2 | 1 | Feb 19, 2026 |
|---|
| Sketch-to-Real Person Re-identification | 2 | 1 | Feb 22, 2026 |
|---|
| RECIST Measurement | 2 | 1 | Feb 19, 2026 |
|---|
| Long-form video understanding and instruction following | 2 | 1 | Feb 22, 2026 |
|---|
| Panoramic Image Editing | 2 | 1 | Feb 19, 2026 |
|---|