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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 |
|---|---|---|---|---|
| Text-to-Linear-Image Generation | 1 | 1 | Apr 24, 2026 | |
| Reference-guided Inpainting | 1 | 1 | Feb 18, 2026 | |
| Label-based Image Editing | 1 | 1 | Feb 18, 2026 | |
| Clothing Style Editing | 1 | 1 | Feb 18, 2026 | |
| Open-domain Editing | 1 | 1 | Feb 19, 2026 | |
| HDR Image Generation | 1 | 1 | Apr 24, 2026 | |
| MRI Synthesis (T1, T2 to FLAIR) | 1 | 3 | Feb 18, 2026 | |
| Style Manipulation | 1 | 1 | Apr 24, 2026 | |
| Latent-guided Style Manipulation |
| 1 |
| 1 |
| Apr 24, 2026 |
| Reference-guided Face Attribute Editing | 1 | 1 | Apr 24, 2026 |
|---|
| VLM Editing | 1 | 1 | Feb 19, 2026 |
|---|
| Face Attribute Editing | 1 | 1 | Apr 24, 2026 |
|---|
| Reflective Visual Generation | 1 | 1 | May 20, 2026 |
|---|
| Face Image Editing | 1 | 1 | Apr 24, 2026 |
|---|
| Paired image-to-image translation | 1 | 1 | Feb 18, 2026 |
|---|
| unconditional 3D human generation | 1 | 1 | Feb 18, 2026 |
|---|
| Synthetic Image Detection and Artifact Explanation | 1 | 1 | Apr 24, 2026 |
|---|
| Text-to-Image Generation Diversity | 1 | 1 | Apr 24, 2026 |
|---|
| 3D Head Avatar Generation | 1 | 1 | Apr 27, 2026 |
|---|
| Abstractive Text-to-Image synthesis | 1 | 1 | Apr 28, 2026 |
|---|
| Image-to-sound generation | 1 | 1 | Feb 18, 2026 |
|---|
| Free-form Image Editing | 1 | 1 | Apr 28, 2026 |
|---|
| Free-form editing (Customization) | 1 | 1 | Apr 28, 2026 |
|---|
| World Knowledge Image Generation | 1 | 7 | May 22, 2026 |
|---|
| Cross-domain object insertion | 1 | 2 | Jun 2, 2026 |
|---|