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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 |
|---|---|---|---|---|
| Segmentation-conditioned Image Generation | 3 | 3 | Jun 26, 2026 | |
| Street View Synthesis | 3 | 2 | Jun 2, 2026 | |
| Cover Song Generation | 3 | 1 | Feb 25, 2026 | |
| Universal Image Immunization | 3 | 1 | Feb 22, 2026 | |
| Global Image Editing | 3 | 3 | Apr 7, 2026 | |
| Unsupervised Image Generation | 3 | 3 | Feb 18, 2026 | |
| Density Interpolation | 3 | 1 | Feb 21, 2026 | |
| Weight Space Generation | 3 | 1 | Feb 21, 2026 | |
| 3 |
| 2 |
| Feb 20, 2026 |
| Controlled Image Generation | 3 | 2 | Mar 26, 2026 |
|---|
| SAR Image Generation | 3 | 2 | May 21, 2026 |
|---|
| Audio-to-Image Generation | 3 | 2 | Jun 16, 2026 |
|---|
| Sketch-to-shape generation | 3 | 1 | Feb 20, 2026 |
|---|
| Nudity Concept Erasure | 3 | 2 | May 26, 2026 |
|---|
| Person Image Generation | 3 | 6 | Feb 18, 2026 |
|---|
| Semantic Image Editing | 3 | 2 | Feb 21, 2026 |
|---|
| Photo finishing tuning | 3 | 1 | Feb 18, 2026 |
|---|
| Text-to-image Style Transfer | 3 | 3 | Jul 7, 2026 |
|---|
| Shape-conditioned 3D object generation (geometric primitives) | 3 | 1 | Feb 20, 2026 |
|---|
| Scene Layout Generation | 3 | 2 | Feb 18, 2026 |
|---|
| Sketch-to-Photo Generation | 3 | 2 | Mar 11, 2026 |
|---|
| Stylized Image Generation | 3 | 3 | Jul 7, 2026 |
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| Semantic Image Generation | 3 | 1 | Feb 18, 2026 |
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| Weather editing | 3 | 3 | May 28, 2026 |
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| Pose-guided Person Image Generation | 3 | 2 | Feb 18, 2026 |
|---|