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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 |
|---|---|---|---|---|
| Image Decomposition | 1 | 1 | May 29, 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 | |
| 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 | |
| Head Pose Generation | 1 | 1 | Feb 20, 2026 | |
| Text-rich Visual Comprehension |
| 1 |
| 1 |
| Jun 1, 2026 |
| Parts Mental Model Accuracy | 1 | 1 | Feb 18, 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 |
|---|
| 3D Teeth Segmentation | 1 | 2 | Mar 23, 2026 |
|---|
| Event-based Visual Question Answering | 1 | 1 | Feb 20, 2026 |
|---|
| Dental Abutment Design | 1 | 2 | Apr 13, 2026 |
|---|
| Multimodal Remote Sensing Evaluation | 1 | 1 | Feb 27, 2026 |
|---|