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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 Distribution Recovery | 2 | 1 | Feb 21, 2026 | |
| Face Image Synthesis | 2 | 1 | Feb 18, 2026 | |
| Retinal Image Synthesis | 2 | 1 | Feb 18, 2026 | |
| Report-to-Image | 2 | 1 | Feb 18, 2026 | |
| Prompt Inversion | 2 | 2 | May 25, 2026 | |
| Zero-Shot Posterior Sampling | 2 | 1 | Feb 20, 2026 | |
| 3D Material Refinement Preference | 2 | 1 | Feb 18, 2026 | |
| Conditional 3D shape generation | 2 | 1 | Feb 18, 2026 | |
| 2 |
| 2 |
| Jun 17, 2026 |
| Concept Customization | 2 | 1 | Mar 10, 2026 |
|---|
| Semantic-conditioned LiDAR Generation | 2 | 1 | Feb 24, 2026 |
|---|
| Text-to-Image Generation Fine-Tuning | 2 | 1 | Feb 21, 2026 |
|---|
| Accessible color pair generation (WCAG AA compliance) | 2 | 1 | Feb 20, 2026 |
|---|
| House roof generation | 2 | 1 | Feb 18, 2026 |
|---|
| Hand Appearance Recovery | 2 | 1 | Feb 18, 2026 |
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| Image Re-rendering | 2 | 2 | Feb 20, 2026 |
|---|
| Text-to-Panorama | 2 | 1 | Feb 20, 2026 |
|---|
| 3D-aware Image-to-Image Translation | 2 | 1 | Feb 18, 2026 |
|---|
| View-to-Panorama | 2 | 1 | Feb 20, 2026 |
|---|
| Flare Removal | 2 | 1 | Feb 18, 2026 |
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| General Downstream Evaluation | 2 | 2 | Jun 16, 2026 |
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| Handwriting Text Generation | 2 | 1 | Feb 18, 2026 |
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| Conditional 3D Texture Generation | 2 | 1 | Feb 20, 2026 |
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| Storytelling Image Generation | 2 | 1 | Feb 20, 2026 |
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| JPEG artifacts removal | 2 | 2 | Feb 18, 2026 |
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