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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 |
|---|---|---|---|---|
| Joint camera-illumination control | 4 | 1 | Feb 20, 2026 | |
| Product poster generation | 4 | 4 | May 12, 2026 | |
| Local Image Editing | 4 | 3 | Apr 28, 2026 | |
| Text-to-Image Customization | 4 | 3 | Jun 4, 2026 | |
| Head Swapping | 4 | 2 | Mar 25, 2026 | |
| 3D Colorization | 4 | 1 | Feb 20, 2026 | |
| Image Insertion | 4 | 2 | Feb 20, 2026 | |
| PET Tracer Synthesis | 4 | 1 | Feb 18, 2026 | |
| Watermarking Efficiency |
| 4 |
| 2 |
| Feb 19, 2026 |
| Face Stylization | 4 | 2 | Feb 18, 2026 |
|---|
| Text-to-image ReID | 4 | 1 | Feb 18, 2026 |
|---|
| Image Generation Stitching | 4 | 1 | Feb 18, 2026 |
|---|
| Attribute Editing | 4 | 3 | Apr 24, 2026 |
|---|
| Facial Expression Editing | 4 | 3 | Mar 27, 2026 |
|---|
| Contextual Image Generation | 4 | 2 | May 22, 2026 |
|---|
| Portrait Synthesis | 4 | 1 | Feb 20, 2026 |
|---|
| Latent Factor Separation | 4 | 1 | Feb 20, 2026 |
|---|
| Common and Salient Separation | 4 | 1 | Feb 20, 2026 |
|---|
| Texture Editing | 4 | 2 | Mar 20, 2026 |
|---|
| Multi-stem Music Generation | 4 | 1 | Feb 21, 2026 |
|---|
| Image Reconstruction and Generation | 4 | 2 | Mar 10, 2026 |
|---|
| Sketch-based Image Manipulation | 4 | 1 | Feb 18, 2026 |
|---|
| aerial-to-ground synthesis | 4 | 1 | Feb 18, 2026 |
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| Portrait Generation | 4 | 3 | Jun 26, 2026 |
|---|
| Conditional Image Synthesis | 4 | 3 | Jun 15, 2026 |
|---|