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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 |
|---|---|---|---|---|
| Weakly Supervised Class Localization | 1 | 1 | Feb 18, 2026 | |
| Background Image Editing | 1 | 1 | Feb 20, 2026 | |
| Visual Reconstruction (B→I) | 1 | 1 | May 29, 2026 | |
| L-ReID | 1 | 1 | Feb 20, 2026 | |
| Tone Transfer Image Editing | 1 | 1 | Feb 20, 2026 | |
| Pseudo Label Generation | 1 | 1 | Feb 18, 2026 | |
| Style Change Image Editing | 1 | 1 | Feb 20, 2026 | |
| Acuity classification | 1 | 1 | May 29, 2026 | |
| Drag |
| 1 |
| 1 |
| Feb 20, 2026 |
| Visual Patch Grounding | 1 | 1 | May 29, 2026 |
|---|
| Inflammation Classification | 1 | 1 | May 29, 2026 |
|---|
| Relation Image Editing | 1 | 1 | Feb 20, 2026 |
|---|
| Cross-modal relevance matching | 1 | 1 | Feb 18, 2026 |
|---|
| Local Image Editing (remove) | 1 | 1 | Feb 20, 2026 |
|---|
| Local Image Editing (replace) | 1 | 1 | Feb 20, 2026 |
|---|
| SSAD querying | 1 | 1 | Feb 18, 2026 |
|---|
| Local Image Editing (add) | 1 | 1 | Feb 20, 2026 |
|---|
| Local Image Editing (color) | 1 | 1 | Feb 20, 2026 |
|---|
| Local Image Editing (appearance) | 1 | 1 | Feb 20, 2026 |
|---|
| Local Image Editing (material change) | 1 | 1 | Feb 20, 2026 |
|---|
| Local Image Editing (action) | 1 | 1 | Feb 20, 2026 |
|---|
| Camouflaged Object Ranking | 1 | 1 | Feb 18, 2026 |
|---|
| Local Image Editing (textual) | 1 | 1 | Feb 20, 2026 |
|---|
| Local Image Editing (counting) | 1 | 1 | Feb 20, 2026 |
|---|
| Calving Front Segmentation | 1 | 1 | Feb 20, 2026 |
|---|