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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 |
|---|---|---|---|---|
| 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 | |
| Abstractive Text-to-Image synthesis | 1 | 1 | Apr 28, 2026 | |
| Medical Image-to-Image Translation (T1→FLAIR) |
| 1 |
| 1 |
| Feb 20, 2026 |
| Image-to-sound generation | 1 | 1 | Feb 18, 2026 |
|---|
| Free-form Image Editing | 1 | 1 | Apr 28, 2026 |
|---|
| 3D Chest CT Image Generation | 1 | 1 | Feb 18, 2026 |
|---|
| Free-form editing (Customization) | 1 | 1 | Apr 28, 2026 |
|---|
| World Knowledge Image Generation | 1 | 7 | May 22, 2026 |
|---|
| Cross-domain object insertion | 1 | 2 | Jun 2, 2026 |
|---|
| Encoding and Decoding Latency | 1 | 1 | Feb 18, 2026 |
|---|
| text-to-3D scene synthesis | 1 | 1 | Feb 18, 2026 |
|---|
| Reasoning Logic Image Generation | 1 | 1 | Feb 19, 2026 |
|---|
| Stylized Object Insertion | 1 | 1 | Apr 28, 2026 |
|---|
| 3D Head Avatar Creation | 1 | 1 | Apr 28, 2026 |
|---|
| Global Edit | 1 | 1 | Feb 19, 2026 |
|---|
| Missing modality generation | 1 | 1 | Apr 28, 2026 |
|---|
| Text-Conditioned Generation | 1 | 1 | Apr 28, 2026 |
|---|
| Face inpainting (Half) | 1 | 2 | Feb 21, 2026 |
|---|
| Implicit Change | 1 | 1 | Feb 19, 2026 |
|---|
| Image-to-text style generation | 1 | 1 | Apr 28, 2026 |
|---|