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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 |
|---|---|---|---|---|
| 3D Avatar Generation | 4 | 4 | Apr 10, 2026 | |
| Inpaint (box) | 4 | 6 | Jun 30, 2026 | |
| Multi-stem Music Generation | 4 | 1 | Feb 21, 2026 | |
| Half-mask inpainting | 4 | 2 | May 18, 2026 | |
| Resolution extrapolation | 4 | 1 | Feb 20, 2026 | |
| 3D Colorization | 4 | 1 | Feb 20, 2026 | |
| Controllable Generation | 4 | 3 | Jun 8, 2026 | |
| Attribute Transfer | 4 | 2 | Feb 18, 2026 | |
| Latent Factor Separation |
| 4 |
| 1 |
| Feb 20, 2026 |
| Class-conditioned image generation | 4 | 5 | May 8, 2026 |
|---|
| Portrait Synthesis | 4 | 1 | Feb 20, 2026 |
|---|
| Head Swapping | 4 | 2 | Mar 25, 2026 |
|---|
| Single-image 3D scene generation | 4 | 3 | Jul 7, 2026 |
|---|
| Face Generation | 4 | 4 | May 15, 2026 |
|---|
| Head Synthesis | 4 | 1 | Feb 18, 2026 |
|---|
| Texture Editing | 4 | 2 | Mar 20, 2026 |
|---|
| Image Generation Stitching | 4 | 1 | Feb 18, 2026 |
|---|
| Face Stylization | 4 | 2 | Feb 18, 2026 |
|---|
| Joint camera-illumination control | 4 | 1 | Feb 20, 2026 |
|---|
| Common and Salient Separation | 4 | 1 | Feb 20, 2026 |
|---|
| Multi-Concept Image Generation | 4 | 3 | Jun 16, 2026 |
|---|
| Text-to-image synthesis evaluation (Human Correlation - Overall) | 4 | 1 | Feb 18, 2026 |
|---|
| Text-to-image synthesis evaluation (Human Correlation - Error Counting) | 4 | 1 | Feb 18, 2026 |
|---|
| 3D Human Synthesis | 4 | 1 | Feb 27, 2026 |
|---|
| CBCT-to-CT Synthesis | 4 | 3 | Jul 8, 2026 |
|---|