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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 |
|---|---|---|---|---|
| Video-to-audio captioning | 1 | 1 | Feb 18, 2026 | |
| Pupil Tracking | 1 | 1 | Feb 18, 2026 | |
| Sewing-pattern editing | 1 | 1 | Mar 20, 2026 | |
| Compositional Image Reasoning | 1 | 1 | Feb 18, 2026 | |
| Image-to-Texture Generation | 1 | 1 | Mar 20, 2026 | |
| Analogical Image Editing | 1 | 1 | Feb 18, 2026 | |
| Person-person Interaction Recognition | 1 | 1 | Feb 18, 2026 | |
| Cardiac MR Segmentation | 1 | 2 | Jun 4, 2026 | |
| Analogical Pattern Editing |
| 1 |
| 1 |
| Feb 18, 2026 |
| Sparse Depth Completion | 1 | 1 | Feb 18, 2026 |
|---|
| Longitudinal pathology change prediction | 1 | 1 | Feb 18, 2026 |
|---|
| Effect-region Erasing | 1 | 1 | Mar 20, 2026 |
|---|
| Malware Binary Classification | 1 | 1 | Feb 18, 2026 |
|---|
| Image-to-Image Scene Retrieval | 1 | 1 | Feb 27, 2026 |
|---|
| Relationship-to-Relationship Scene Retrieval | 1 | 1 | Feb 27, 2026 |
|---|
| Malware Type Classification | 1 | 1 | Feb 18, 2026 |
|---|
| Same-Modality Scene Retrieval (I -> I) | 1 | 1 | Feb 27, 2026 |
|---|
| Same-Modality Scene Retrieval (R -> R) | 1 | 1 | Feb 27, 2026 |
|---|
| Same-Modality Scene Retrieval (F -> F) | 1 | 1 | Feb 27, 2026 |
|---|
| Same-Modality Scene Retrieval (Fs -> Fs) | 1 | 1 | Feb 27, 2026 |
|---|
| Breast Cancer Cell Classification | 1 | 1 | Feb 18, 2026 |
|---|
| Temporal Instance Matching (Point-to-Point) | 1 | 1 | Feb 27, 2026 |
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| Temporal Instance Matching (Image-to-Point) | 1 | 1 | Feb 27, 2026 |
|---|
| Temporal Instance Matching (Point-to-Reference) | 1 | 1 | Feb 27, 2026 |
|---|
| Cross-Modal Scene Retrieval (Image to Floorplan) | 1 | 1 | Feb 27, 2026 |
|---|