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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 | |
| Contextual Image Generation | 4 | 2 | May 22, 2026 | |
| Half-mask inpainting | 4 | 2 | May 18, 2026 | |
| Aesthetic Evaluation | 4 | 2 | Jun 23, 2026 | |
| Multi-stem Music Generation | 4 | 1 | Feb 21, 2026 | |
| aerial-to-ground synthesis | 4 | 1 | Feb 18, 2026 | |
| Sketch-conditioned image generation | 4 | 4 | Jun 30, 2026 | |
| Resolution extrapolation | 4 | 1 | Feb 20, 2026 | |
| Head Swapping |
| 4 |
| 2 |
| Mar 25, 2026 |
| Sketch-based Image Manipulation | 4 | 1 | Feb 18, 2026 |
|---|
| Face Stylization | 4 | 2 | Feb 18, 2026 |
|---|
| Joint camera-illumination control | 4 | 1 | Feb 20, 2026 |
|---|
| Image Generation Stitching | 4 | 1 | Feb 18, 2026 |
|---|
| Product poster generation | 4 | 4 | May 12, 2026 |
|---|
| Watermarking Efficiency | 4 | 2 | Feb 19, 2026 |
|---|
| Conditional Generative Modeling | 4 | 1 | Mar 10, 2026 |
|---|
| Depth-to-Image Generation | 4 | 4 | Jun 26, 2026 |
|---|
| PBR Texture Generation | 4 | 2 | Feb 20, 2026 |
|---|
| Conditional Image Synthesis | 4 | 3 | Jun 15, 2026 |
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| Text-conditioned 3D Generation | 4 | 3 | Feb 22, 2026 |
|---|
| 3D Colorization | 4 | 1 | Feb 20, 2026 |
|---|
| Portrait Synthesis | 4 | 1 | Feb 20, 2026 |
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| Latent Factor Separation | 4 | 1 | Feb 20, 2026 |
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| Common and Salient Separation | 4 | 1 | Feb 20, 2026 |
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| Facial Expression Editing | 4 | 3 | Mar 27, 2026 |
|---|