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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 |
|---|---|---|---|---|
| Mathematical Reasoning in Vision | 1 | 6 | Feb 18, 2026 | |
| Report Evaluation | 1 | 1 | Feb 20, 2026 | |
| SID Quality | 1 | 1 | Feb 20, 2026 | |
| Lesion Change Detection | 1 | 1 | Feb 18, 2026 | |
| RGB-T video semantic segmentation | 1 | 1 | Feb 18, 2026 | |
| Modification Retrieval | 1 | 1 | Feb 20, 2026 | |
| Action Annotation Quality | 1 | 1 | Jun 17, 2026 | |
| Pairwise Flow Estimation | 1 | 1 | Feb 20, 2026 | |
| T2w-to-SFF translation |
| 1 |
| 1 |
| Jun 17, 2026 |
| Real Play Prediction | 1 | 1 | Feb 20, 2026 |
|---|
| Instance-level identification | 1 | 1 | Feb 20, 2026 |
|---|
| UI-to-Code | 1 | 1 | Feb 20, 2026 |
|---|
| Image Complexity Prediction | 1 | 1 | Feb 20, 2026 |
|---|
| 3D Mesh Reconstruction Quality Evaluation | 1 | 1 | Feb 18, 2026 |
|---|
| Visual Salience | 1 | 1 | Feb 20, 2026 |
|---|
| Tropical Cyclone Estimation | 1 | 1 | Feb 20, 2026 |
|---|
| Sports Trajectory Event Detection and Structuring | 1 | 1 | Feb 20, 2026 |
|---|
| Few-shot domain generalization | 1 | 1 | Feb 18, 2026 |
|---|
| Density Departure Detection | 1 | 1 | Feb 18, 2026 |
|---|
| Bounding Box Center Prediction | 1 | 1 | Feb 18, 2026 |
|---|
| PFPS+ITBS Identification | 1 | 1 | Feb 20, 2026 |
|---|
| Interpretable Image Classification | 1 | 1 | Feb 20, 2026 |
|---|
| Ad-hoc Constraint Execution (Visual Constraint) | 1 | 1 | Feb 20, 2026 |
|---|
| Polygonal point set tracking | 1 | 1 | Feb 18, 2026 |
|---|
| Property Damage Extent nowcasting | 1 | 1 | Feb 20, 2026 |
|---|