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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 |
|---|---|---|---|---|
| Medical Video Segmentation | 1 | 1 | Feb 18, 2026 | |
| Multi-concept motion generation | 1 | 2 | Jul 9, 2026 | |
| Centerline Tracking | 1 | 1 | May 14, 2026 | |
| Bony Movement Prediction | 1 | 1 | Feb 18, 2026 | |
| Video Omnimatte | 1 | 1 | Feb 20, 2026 | |
| Image Rotation | 1 | 1 | Feb 18, 2026 | |
| Joint Training | 1 | 1 | Feb 20, 2026 | |
| Potato Disease Classification | 1 | 1 | Feb 19, 2026 | |
| T1 to PD MRI translation |
| 1 |
| 1 |
| Feb 18, 2026 |
| Multi-task and Multi-image Reasoning | 1 | 1 | May 14, 2026 |
|---|
| Retinal Image Matching | 1 | 1 | Feb 18, 2026 |
|---|
| Visual Rating (ISTA) | 1 | 1 | Feb 20, 2026 |
|---|
| Region Proposal Detection | 1 | 1 | Feb 18, 2026 |
|---|
| Coronary artery calcification removal | 1 | 1 | Feb 20, 2026 |
|---|
| Patient Verification | 1 | 1 | Feb 18, 2026 |
|---|
| Radar Nowcasting | 1 | 4 | Feb 24, 2026 |
|---|
| Radar Inversion | 1 | 1 | Feb 20, 2026 |
|---|
| Visual Word Sense Disambiguation | 1 | 2 | Feb 18, 2026 |
|---|
| Radar Sequence Understanding | 1 | 1 | Feb 20, 2026 |
|---|
| Radar Image Understanding | 1 | 1 | Feb 20, 2026 |
|---|
| Red Lesion Segmentation | 1 | 1 | Feb 18, 2026 |
|---|
| Prompt-guided Multi-Object Tracking | 1 | 1 | Feb 20, 2026 |
|---|
| Artery Labeling | 1 | 1 | Feb 18, 2026 |
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| Coronary artery labeling | 1 | 1 | Feb 18, 2026 |
|---|
| Video Geometric Consistency (Sudden Appearance) | 1 | 1 | Feb 20, 2026 |
|---|