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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-Conditioned Generation | 1 | 1 | Apr 28, 2026 | |
| Face inpainting (Half) | 1 | 2 | Feb 21, 2026 | |
| Implicit Change | 1 | 1 | Feb 19, 2026 | |
| Image-to-text style generation | 1 | 1 | Apr 28, 2026 | |
| Personalized Cover Generation | 1 | 1 | May 28, 2026 | |
| Personalized Animal Generation | 1 | 1 | Apr 28, 2026 | |
| Perceptual Image Generation Quality | 1 | 1 | Feb 18, 2026 | |
| Local Edit | 1 | 1 | Feb 19, 2026 | |
| Personalized 3D Talking Face Generation |
| 1 |
| 1 |
| Apr 28, 2026 |
| Face Photo Synthesis | 1 | 1 | Feb 18, 2026 |
|---|
| Exemplar-based portrait style transfer | 1 | 1 | Feb 18, 2026 |
|---|
| Face inpainting (Completion) | 1 | 1 | Feb 18, 2026 |
|---|
| Composition Image Generation | 1 | 2 | Feb 21, 2026 |
|---|
| Face inpainting (Expand) | 1 | 1 | Feb 18, 2026 |
|---|
| Weight space style editing (Contrast enhancement) | 1 | 1 | Apr 28, 2026 |
|---|
| Digital human generation | 1 | 1 | Apr 28, 2026 |
|---|
| Banner Relighting | 1 | 1 | Apr 28, 2026 |
|---|
| Instruction-based Image Relighting | 1 | 1 | Apr 29, 2026 |
|---|
| Face inpainting (Thick Line) | 1 | 1 | Feb 18, 2026 |
|---|
| NSFW Concept Erasure | 1 | 1 | Feb 19, 2026 |
|---|
| Image-guided portrait sketch generation | 1 | 1 | Apr 29, 2026 |
|---|
| Orchestral Music Generation | 1 | 1 | Apr 29, 2026 |
|---|
| Face inpainting (Medium Line) | 1 | 1 | Feb 18, 2026 |
|---|
| Text-to-Image Evaluation | 1 | 1 | Apr 30, 2026 |
|---|
| Single-image sticker personalization | 1 | 1 | Apr 30, 2026 |
|---|