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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 |
|---|---|---|---|---|
| Face inpainting (Medium Line) | 1 | 1 | Feb 18, 2026 | |
| Text-to-Image Evaluation | 1 | 1 | Apr 30, 2026 | |
| 3D Face Avatar Generation | 1 | 1 | Jun 2, 2026 | |
| One-to-one Image Synthesis (T2 to PD) | 1 | 1 | Feb 18, 2026 | |
| (L+M)2I Mask-conditioned Image Generation | 1 | 1 | Jun 2, 2026 | |
| Scribble-based Generation | 1 | 1 | Feb 20, 2026 | |
| Layout and Modality to Image Generation ((L+M)2I) | 1 | 1 | Jun 2, 2026 | |
| Single-image sticker personalization |
| 1 |
| 1 |
| Apr 30, 2026 |
| 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 |
|---|
| General LLM Capability | 1 | 1 | Jun 2, 2026 |
|---|
| Latent Space Manipulation | 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 |
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| Shadow Synthesis Evaluation | 1 | 1 | May 4, 2026 |
|---|
| Multi-object compositing | 1 | 1 | Feb 19, 2026 |
|---|