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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 |
|---|---|---|---|---|
| Image Sampling | 1 | 1 | Feb 18, 2026 | |
| 3D-aware image deformation | 1 | 1 | Feb 18, 2026 | |
| Auto-Retouch | 1 | 1 | May 1, 2026 | |
| Style-Retouch | 1 | 1 | May 1, 2026 | |
| Text-to-3D Customization | 1 | 1 | Jun 4, 2026 | |
| Abstract Scene Generation | 1 | 1 | Feb 20, 2026 | |
| Full Design Image Generation | 1 | 1 | Feb 20, 2026 | |
| Param-Retouch | 1 | 1 | May 1, 2026 | |
| Portrait Customization |
| 1 |
| 1 |
| Feb 19, 2026 |
| Automatic Image Retouching | 1 | 1 | May 1, 2026 |
|---|
| Style Retouching | 1 | 1 | May 1, 2026 |
|---|
| Parametric Retouching | 1 | 1 | May 1, 2026 |
|---|
| Text-driven HOI generation | 1 | 1 | May 1, 2026 |
|---|
| Architectural generation | 1 | 1 | May 1, 2026 |
|---|
| Stroke Replacement | 1 | 1 | Mar 23, 2026 |
|---|
| Night Photography Rendering | 1 | 1 | May 1, 2026 |
|---|
| Shadow Synthesis Evaluation | 1 | 1 | May 4, 2026 |
|---|
| Multi-object compositing | 1 | 1 | Feb 19, 2026 |
|---|
| Colorfield-to-Image | 1 | 1 | May 4, 2026 |
|---|
| Image-to-Image Color Transfer | 1 | 1 | May 4, 2026 |
|---|
| text-to-RGBA generation | 1 | 1 | May 4, 2026 |
|---|
| Color-Conditional Image Generation | 1 | 1 | May 4, 2026 |
|---|
| Text-to-image generation conditioned on a reference color distribution | 1 | 1 | May 4, 2026 |
|---|
| Compositional 3D Scene Generation | 1 | 1 | May 4, 2026 |
|---|
| Text-to-Face Synthesis | 1 | 1 | Feb 18, 2026 |
|---|