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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 |
|---|---|---|---|---|
| World Knowledge Image Generation | 1 | 7 | May 22, 2026 | |
| Cross-domain object insertion | 1 | 2 | Jun 2, 2026 | |
| Image reconstruction from gradient supervision | 1 | 1 | May 26, 2026 | |
| Text-to-3D Creature Generation | 1 | 1 | Feb 20, 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 |
| Reasoning-aware Image Generation | 1 | 1 | Feb 20, 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 |
|---|
| Personalized Animal Generation | 1 | 1 | Apr 28, 2026 |
|---|
| Local Edit | 1 | 1 | Feb 19, 2026 |
|---|
| Personalized 3D Talking Face Generation | 1 | 1 | Apr 28, 2026 |
|---|
| Face Photo Synthesis | 1 | 1 | Feb 18, 2026 |
|---|
| Exemplar-based portrait style transfer | 1 | 1 | Feb 18, 2026 |
|---|
| Face inpainting (Completion) | 1 | 1 | Feb 18, 2026 |
|---|
| Composition Image Generation | 1 | 2 | Feb 21, 2026 |
|---|
| Face inpainting (Expand) | 1 | 1 | Feb 18, 2026 |
|---|
| Weight space style editing (Contrast enhancement) | 1 | 1 | Apr 28, 2026 |
|---|