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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 Reflection Separation (Reflection Layer) | 1 | 1 | Feb 20, 2026 | |
| Multi-Aspect Video Quality Assessment | 1 | 1 | Feb 20, 2026 | |
| SAR Image Reconstruction | 1 | 1 | May 29, 2026 | |
| Category and SubCategory Recognition | 1 | 1 | Feb 18, 2026 | |
| 3D Multiple Abdominal Organ Segmentation | 1 | 1 | Feb 18, 2026 | |
| Frame-level attribute tagging | 1 | 1 | Feb 20, 2026 | |
| 4D Human-Object Reconstruction | 1 | 1 | Feb 20, 2026 | |
| 4D human-object interaction reconstruction | 1 | 3 | May 15, 2026 | |
| Fashion Captioning |
| 1 |
| 1 |
| Feb 18, 2026 |
| Parity classification | 1 | 1 | Feb 18, 2026 |
|---|
| Fluorescence Image Restoration | 1 | 1 | Feb 18, 2026 |
|---|
| Irradiance Estimation | 1 | 1 | Feb 20, 2026 |
|---|
| Vitiligo Segmentation | 1 | 1 | Feb 20, 2026 |
|---|
| 2D Dance Pose Generation | 1 | 1 | Feb 20, 2026 |
|---|
| Weakly Supervised Class Localization | 1 | 1 | Feb 18, 2026 |
|---|
| Background Image Editing | 1 | 1 | Feb 20, 2026 |
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| 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 |
|---|
| 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 |
|---|