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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 |
|---|---|---|---|---|
| Facial Attribute Manipulation | 1 | 1 | Feb 18, 2026 | |
| Style-image-guided Video Stylization | 1 | 1 | Feb 20, 2026 | |
| Edit Task | 1 | 1 | Feb 20, 2026 | |
| 3D-aware head synthesis | 1 | 2 | Feb 20, 2026 | |
| Multimodal Image-to-Image Translation (Shade+Texture to RGB) | 1 | 1 | Feb 18, 2026 | |
| 2D Image Generation | 1 | 1 | Feb 20, 2026 | |
| Attribute Morphing (Smiling) | 1 | 1 | Feb 18, 2026 | |
| Many-to-one MRI Synthesis (T2, FLAIR -> T1) |
| 1 |
| 2 |
| Feb 18, 2026 |
| Perceptual Image Generation Quality | 1 | 1 | Feb 18, 2026 |
|---|
| Relational Image Generation | 1 | 1 | Feb 18, 2026 |
|---|
| One-to-one MRI Synthesis (T2 -> FLAIR) | 1 | 1 | Feb 18, 2026 |
|---|
| Relationship-controlled Image Generation | 1 | 1 | Feb 18, 2026 |
|---|
| Generative Diversity | 1 | 1 | Feb 20, 2026 |
|---|
| Reasoning Image Editing | 1 | 2 | Feb 20, 2026 |
|---|
| MRI Synthesis (T1, T2 to TICE) | 1 | 1 | Feb 18, 2026 |
|---|
| Attribute Morphing (Beard) | 1 | 1 | Feb 18, 2026 |
|---|
| Multi-contrast MRI Synthesis (T1, PD -> T2) | 1 | 2 | Feb 18, 2026 |
|---|
| Layout-guided Multi-subject Customization | 1 | 1 | Feb 20, 2026 |
|---|
| Pose-controlled Image Generation | 1 | 1 | Feb 18, 2026 |
|---|
| Story-consistent Image Generation | 1 | 1 | Feb 20, 2026 |
|---|
| Multi-contrast MRI Synthesis (T2, PD -> T1) | 1 | 3 | Feb 18, 2026 |
|---|
| Identity-consistent generation | 1 | 1 | Feb 20, 2026 |
|---|
| Inpainting (Box Mask) | 1 | 1 | Feb 20, 2026 |
|---|
| 3D Shape Texturing | 1 | 1 | Feb 18, 2026 |
|---|
| Inpainting (Random Mask) | 1 | 1 | Feb 20, 2026 |
|---|