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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 |
|---|---|---|---|---|
| Image-Only Editing | 1 | 1 | May 7, 2026 | |
| Image Editing (Remove glasses) | 1 | 2 | May 26, 2026 | |
| Image Modification | 1 | 1 | Feb 19, 2026 | |
| Text+Image Editing | 1 | 1 | May 7, 2026 | |
| Global 3D Editing | 1 | 1 | Feb 18, 2026 | |
| Portrait Content Generation | 1 | 1 | Feb 19, 2026 | |
| Concept Switching | 1 | 1 | May 8, 2026 | |
| Image Hiding | 1 | 1 | Jun 25, 2026 | |
| Random-mask Inpainting |
| 1 |
| 1 |
| May 8, 2026 |
| Text-and-Visual-to-Image Generation (Style Transfer) | 1 | 1 | May 8, 2026 |
|---|
| Text-to-Image Compositional Reasoning | 1 | 1 | Jun 26, 2026 |
|---|
| Region-controlled text-to-image generation | 1 | 1 | Feb 18, 2026 |
|---|
| Text-and-pose guided image generation | 1 | 1 | Feb 18, 2026 |
|---|
| Text-to-Visual Image Generation (Attribute Editing) | 1 | 1 | May 8, 2026 |
|---|
| Text-to-Image with Visual condition | 1 | 1 | May 8, 2026 |
|---|
| 3D brain MRI generation | 1 | 1 | Feb 19, 2026 |
|---|
| Multi-bit decoding | 1 | 1 | May 8, 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 |
|---|
| Image-to-Image Translation (Appearance Consistency) | 1 | 1 | Feb 19, 2026 |
|---|
| Concept-based Steering | 1 | 1 | May 8, 2026 |
|---|