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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 |
|---|---|---|---|---|
| Subject-driven generation | 17 | 17 | Jun 2, 2026 | |
| 3D-aware Image Synthesis | 17 | 7 | Feb 18, 2026 | |
| Unpaired Image-to-Image Translation | 17 | 7 | Jun 2, 2026 | |
| Image Manipulation | 17 | 6 | May 20, 2026 | |
| Text-to-Music Generation | 17 | 14 | Jun 12, 2026 | |
| Urban Morphology Generation | 15 | 1 | Mar 18, 2026 | |
| Color image inpainting | 15 | 2 | Jun 18, 2026 | |
| Face Swapping | 14 | 15 | Apr 28, 2026 | |
| 14 |
| 1 |
| Feb 20, 2026 |
| Medical image translation | 14 | 6 | Jul 9, 2026 |
|---|
| Memorization Detection | 14 | 5 | May 27, 2026 |
|---|
| Image Retouching | 14 | 4 | Jun 23, 2026 |
|---|
| 3D Scene Stylization | 14 | 5 | Jun 26, 2026 |
|---|
| Synthetic Image Generation | 14 | 7 | Jun 24, 2026 |
|---|
| MRI-to-CT Synthesis | 13 | 9 | Jul 8, 2026 |
|---|
| Floorplan Generation | 13 | 7 | Jun 5, 2026 |
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| Compositional text-to-image generation | 13 | 10 | Jun 12, 2026 |
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| Downstream Task Evaluation | 13 | 14 | Jul 7, 2026 |
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| Text-to-image person retrieval | 13 | 10 | Jun 30, 2026 |
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| Multi-phase CT Enhancement | 13 | 1 | Feb 20, 2026 |
|---|
| 3D Object Removal | 13 | 3 | Jul 7, 2026 |
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| Portrait Animation | 13 | 6 | May 28, 2026 |
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| Subject-driven Text-to-Image Generation | 13 | 12 | Jun 4, 2026 |
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| Story Visualization | 12 | 8 | May 28, 2026 |
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| text-to-CAD generation | 12 | 9 | Jul 8, 2026 |
|---|