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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 |
|---|---|---|---|---|
| Semantic Image Editing | 3 | 2 | Feb 21, 2026 | |
| Text-to-image Style Transfer | 3 | 3 | Jul 7, 2026 | |
| SAR Image Generation | 3 | 2 | May 21, 2026 | |
| Non-rigid image editing | 3 | 2 | Feb 20, 2026 | |
| Sketch-to-Photo Generation | 3 | 2 | Mar 11, 2026 | |
| Semantic Image Generation | 3 | 1 | Feb 18, 2026 | |
| Weather editing | 3 | 3 | May 28, 2026 | |
| Pose-guided Person Image Generation | 3 | 2 | Feb 18, 2026 | |
| T2 → FLAIR MRI Synthesis |
| 3 |
| 1 |
| Feb 25, 2026 |
| Density Interpolation | 3 | 1 | Feb 21, 2026 |
|---|
| Low-light RAW enhancement | 3 | 1 | Feb 18, 2026 |
|---|
| Infinite Image Generation | 3 | 1 | Feb 18, 2026 |
|---|
| Audio-to-Image Generation | 3 | 2 | Jun 16, 2026 |
|---|
| Controlled Image Generation | 3 | 2 | Mar 26, 2026 |
|---|
| Nudity Concept Erasure | 3 | 2 | May 26, 2026 |
|---|
| Human Avatar Generation | 3 | 2 | Feb 20, 2026 |
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| Scene Layout Generation | 3 | 2 | Feb 18, 2026 |
|---|
| Recursive Text-conditioned 3D Shape Generation | 3 | 1 | Feb 18, 2026 |
|---|
| Text-conditioned 3D shape generation | 3 | 2 | Feb 18, 2026 |
|---|
| Sketch-to-shape generation | 3 | 1 | Feb 20, 2026 |
|---|
| Photo finishing tuning | 3 | 1 | Feb 18, 2026 |
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| Old Photo Modernization | 3 | 1 | Feb 18, 2026 |
|---|
| Shape-conditioned 3D object generation (geometric primitives) | 3 | 1 | Feb 20, 2026 |
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| GAN Adaptation | 3 | 1 | Feb 18, 2026 |
|---|
| 2D Multi-view Generation | 3 | 2 | Feb 20, 2026 |
|---|