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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 |
|---|---|---|---|---|
| Color Alteration | 1 | 1 | Mar 17, 2026 | |
| Interpretable Image Generation | 1 | 1 | Feb 18, 2026 | |
| High-instance image generation | 1 | 1 | Mar 18, 2026 | |
| Layered Image Generation | 1 | 1 | Mar 18, 2026 | |
| Concept-based Generative Modeling | 1 | 1 | Feb 18, 2026 | |
| 3D Compositional Generation | 1 | 1 | Mar 18, 2026 | |
| Low-dose image synthesis | 1 | 1 | Feb 18, 2026 | |
| SVG code refinement | 1 | 1 | Mar 18, 2026 | |
| Gaussian Deblur 3 |
| 1 |
| 1 |
| Mar 18, 2026 |
| MRI Synthesis (Pre to CA) | 1 | 1 | Feb 18, 2026 |
|---|
| Map Generation | 1 | 1 | Feb 18, 2026 |
|---|
| Watermarking Robustness Detection | 1 | 1 | Mar 19, 2026 |
|---|
| CT-to-MRI Synthesis | 1 | 1 | Feb 18, 2026 |
|---|
| Skin Color Preservation | 1 | 1 | Mar 19, 2026 |
|---|
| Cross-domain synthesis | 1 | 1 | Mar 19, 2026 |
|---|
| Complex 3D Editing | 1 | 1 | Mar 19, 2026 |
|---|
| Facial cross-person reenactment | 1 | 1 | Feb 18, 2026 |
|---|
| Media design decomposition into RGBA layers | 1 | 3 | May 29, 2026 |
|---|
| Media design Layer generation | 1 | 1 | Mar 19, 2026 |
|---|
| Image-prompted scene generation | 1 | 1 | Feb 18, 2026 |
|---|
| Colour Editing | 1 | 1 | Mar 20, 2026 |
|---|
| Text-prompted 3D Generation | 1 | 1 | Feb 18, 2026 |
|---|
| Same-Age Face Restoration | 1 | 1 | Mar 20, 2026 |
|---|
| Cross-Age Face Restoration | 1 | 1 | Mar 20, 2026 |
|---|
| Image-Diff | 1 | 1 | Feb 18, 2026 |
|---|