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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 |
|---|---|---|---|---|
| Multi-stem Music Generation | 4 | 1 | Feb 21, 2026 | |
| Resolution extrapolation | 4 | 1 | Feb 20, 2026 | |
| Product poster generation | 4 | 4 | May 12, 2026 | |
| Head Swapping | 4 | 2 | Mar 25, 2026 | |
| 3D Avatar Generation | 4 | 4 | Apr 10, 2026 | |
| Object Insertion | 4 | 4 | Jun 29, 2026 | |
| Multi-domain image-to-image translation | 4 | 2 | Feb 20, 2026 | |
| Cartoonization | 4 | 1 | Feb 18, 2026 | |
| Latent Factor Separation |
| 4 |
| 1 |
| Feb 20, 2026 |
| Facial Attribute Preservation | 4 | 2 | Feb 20, 2026 |
|---|
| Portrait Synthesis | 4 | 1 | Feb 20, 2026 |
|---|
| Common and Salient Separation | 4 | 1 | Feb 20, 2026 |
|---|
| 3D Character Generation | 4 | 3 | Feb 20, 2026 |
|---|
| Texture Editing | 4 | 2 | Mar 20, 2026 |
|---|
| Face Stylization | 4 | 2 | Feb 18, 2026 |
|---|
| Image Generation Stitching | 4 | 1 | Feb 18, 2026 |
|---|
| Stain Translation | 4 | 2 | Feb 18, 2026 |
|---|
| Facial Expression Editing | 4 | 3 | Mar 27, 2026 |
|---|
| Interactive Head Generation | 4 | 4 | Jul 1, 2026 |
|---|
| 3D Colorization | 4 | 1 | Feb 20, 2026 |
|---|
| Portrait Generation | 4 | 3 | Jun 26, 2026 |
|---|
| CBCT-to-CT Synthesis | 4 | 3 | Jul 8, 2026 |
|---|
| Multi-task performance evaluation | 4 | 4 | Jul 7, 2026 |
|---|
| Image Reconstruction and Generation | 4 | 2 | Mar 10, 2026 |
|---|
| element-level text-to-image alignment evaluation | 4 | 1 | Feb 20, 2026 |
|---|