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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 |
|---|---|---|---|---|
| Concept-based Steering | 1 | 1 | May 8, 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 | |
| Multi-scale 3D world generation | 1 | 1 | Feb 20, 2026 | |
| Text Logo Layout Synthesis | 1 | 1 | Feb 18, 2026 | |
| 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 |
|---|
| In-Context Video Stylization | 1 | 1 | Jul 7, 2026 |
|---|
| Identity-Personalized Image Generation | 1 | 1 | Feb 20, 2026 |
|---|
| Face generation with Age alignment | 1 | 1 | May 11, 2026 |
|---|
| Smiling Facial Attribute Editing | 1 | 1 | Feb 19, 2026 |
|---|
| Face generation with Gender alignment | 1 | 1 | May 11, 2026 |
|---|
| Sad Facial Attribute Editing | 1 | 1 | Feb 19, 2026 |
|---|
| 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 |
|---|
| Tanned Facial Attribute Editing | 1 | 1 | Feb 19, 2026 |
|---|
| Coarse-mask image editing | 1 | 1 | May 11, 2026 |
|---|
| Subject Replacement | 1 | 1 | May 11, 2026 |
|---|
| Controllable image synthesis | 1 | 1 | Feb 18, 2026 |
|---|
| Attribute Control | 1 | 1 | May 11, 2026 |
|---|
| T2I | 1 | 1 | May 12, 2026 |
|---|
| Image Tone Adjustment | 1 | 1 | Feb 19, 2026 |
|---|