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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 |
|---|---|---|---|---|
| Controllable Indoor Scene Synthesis | 1 | 1 | Feb 20, 2026 | |
| Zero-shot super-resolution | 1 | 1 | Feb 18, 2026 | |
| Cross-view Image Translation (aerial-to-ground) | 1 | 1 | Feb 18, 2026 | |
| Multi-scale Image Generation | 1 | 1 | Feb 18, 2026 | |
| Style Aligned Image Set Generation | 1 | 1 | Feb 18, 2026 | |
| Surface Normals-to-Image Translation | 1 | 1 | May 8, 2026 | |
| Class-Conditional Inpainting | 1 | 1 | May 8, 2026 | |
| Motion Image Editing |
| 1 |
| 1 |
| Feb 20, 2026 |
| Image-to-Image Translation (Appearance Consistency) | 1 | 1 | Feb 19, 2026 |
|---|
| Concept-based Steering | 1 | 1 | May 8, 2026 |
|---|
| Text-to-Image Human Preference | 1 | 1 | Jul 1, 2026 |
|---|
| Style aligned image generation | 1 | 1 | Feb 18, 2026 |
|---|
| Image-to-Image Translation (Appearance Divergence) | 1 | 1 | Feb 19, 2026 |
|---|
| Keypoint-based Portrait Animation | 1 | 1 | May 8, 2026 |
|---|
| Text Logo Layout Synthesis | 1 | 1 | Feb 18, 2026 |
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| Text-driven Image-to-Image Translation | 1 | 1 | Feb 19, 2026 |
|---|
| V-gene class conditional generation | 1 | 1 | May 11, 2026 |
|---|
| Human Image Editing | 1 | 1 | May 11, 2026 |
|---|
| Face generation with Age alignment | 1 | 1 | May 11, 2026 |
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| Smiling Facial Attribute Editing | 1 | 1 | Feb 19, 2026 |
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| Face generation with Gender alignment | 1 | 1 | May 11, 2026 |
|---|
| Sad Facial Attribute Editing | 1 | 1 | Feb 19, 2026 |
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| Face generation with Race alignment | 1 | 1 | May 11, 2026 |
|---|
| Aerial-to-Ground Image Translation | 1 | 2 | Feb 18, 2026 |
|---|
| Unpaired Image Signal Processing | 1 | 1 | May 11, 2026 |
|---|