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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 |
|---|---|---|---|---|
| Long Video Temporal Grounding | 1 | 1 | Apr 1, 2026 | |
| Shortcut detection | 1 | 1 | Feb 18, 2026 | |
| Luminal subtype classification | 1 | 1 | Feb 18, 2026 | |
| Multimodal Video Comprehension | 1 | 1 | Feb 18, 2026 | |
| Chart Reasoning Question | 1 | 1 | Feb 18, 2026 | |
| Chart Data Question | 1 | 1 | Feb 18, 2026 | |
| 3D facial shape estimation | 1 | 1 | Feb 18, 2026 | |
| Text-Label Classification | 1 | 1 | Feb 18, 2026 | |
| Visual Question Answering and Reasoning |
| 1 |
| 1 |
| Feb 18, 2026 |
| Long Audio-Video Question Answering | 1 | 2 | Feb 20, 2026 |
|---|
| Rib Fracture Detection | 1 | 1 | Feb 18, 2026 |
|---|
| Lesion boundary segmentation | 1 | 3 | Feb 18, 2026 |
|---|
| Image | 1 | 1 | Feb 19, 2026 |
|---|
| Diverse Human Motion Prediction | 1 | 1 | Feb 18, 2026 |
|---|
| Image-to-Spectrum | 1 | 1 | Apr 1, 2026 |
|---|
| Pathological Detection and Segmentation | 1 | 1 | Feb 18, 2026 |
|---|
| Top-left item classification | 1 | 1 | Feb 18, 2026 |
|---|
| Multimodal Future Prediction | 1 | 1 | Feb 19, 2026 |
|---|
| Bottom-right item classification | 1 | 1 | Feb 18, 2026 |
|---|
| 6-continent classification | 1 | 1 | Feb 19, 2026 |
|---|
| Top-left digit classification | 1 | 1 | Feb 18, 2026 |
|---|
| Fundus Segmentation | 1 | 2 | Feb 18, 2026 |
|---|
| Bottom-right digit classification | 1 | 1 | Feb 18, 2026 |
|---|
| Salience detection | 1 | 1 | Feb 19, 2026 |
|---|
| Top-left fashion item classification | 1 | 1 | Feb 18, 2026 |
|---|