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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 |
|---|---|---|---|---|
| Intrinsic Attribute Editing | 1 | 1 | Feb 20, 2026 | |
| Viewpoint-conditioned image generation | 1 | 1 | Apr 23, 2026 | |
| Reference-image-conditioned joint audio-video generation | 1 | 1 | Apr 23, 2026 | |
| Subject and Motion Customization | 1 | 1 | Feb 18, 2026 | |
| Cross-view 2D editing | 1 | 1 | Apr 23, 2026 | |
| Box Inpainting (30x30) | 1 | 1 | May 18, 2026 | |
| Coloring | 1 | 2 | Mar 20, 2026 | |
| Multi-Reference Image Editing |
| 1 |
| 2 |
| May 13, 2026 |
| Celebrity Removal | 1 | 1 | Feb 19, 2026 |
|---|
| Text-to-Linear-Image Generation | 1 | 1 | Apr 24, 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 |
|---|
| 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 |
|---|
| 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 |
|---|