Loading the SOTA2 catalog…
SOTA2 Research · tasks
Explore the problems researchers are working on and the benchmarks used to measure progress.
| Task Name | Domain | Benchmarks | Papers | Last Update |
|---|---|---|---|---|
| Scene-level Image Generation | 1 | 1 | Feb 18, 2026 | |
| Past image generation | 1 | 1 | Feb 18, 2026 | |
| Pairwise rating agreement with human judgment | 1 | 1 | Feb 18, 2026 | |
| Metric alignment with human judgment | 1 | 1 | Feb 18, 2026 | |
| Image Editing (Foreground Conditional) | 1 | 1 | Feb 19, 2026 | |
| Future image generation | 1 | 1 | Feb 18, 2026 | |
| Box-to-image generation | 1 | 1 | Feb 18, 2026 | |
| Image Editing (Background Conditional) | 1 | 1 | Feb 19, 2026 |
| Instance-mask-to-image generation | 1 | 1 | Feb 18, 2026 |
|---|
| Text-to-Image Instruction Following | 1 | 2 | Apr 15, 2026 |
|---|
| Likert-scale judgment correlation | 1 | 1 | Feb 18, 2026 |
|---|
| Effect Transfer | 1 | 1 | Feb 19, 2026 |
|---|
| Point-to-image generation | 1 | 1 | Feb 18, 2026 |
|---|
| 3D Layout-to-Image Generation | 1 | 1 | Feb 20, 2026 |
|---|
| Scribble-to-image generation | 1 | 2 | Feb 22, 2026 |
|---|
| Head Avatar Generation | 1 | 1 | Feb 20, 2026 |
|---|
| Multi-layer Virtual Try-On | 1 | 1 | Feb 20, 2026 |
|---|
| Box-conditioned Image Generation | 1 | 1 | Feb 18, 2026 |
|---|
| Facial Expression Manipulation | 1 | 1 | Feb 20, 2026 |
|---|
| AIGC Image Detection | 1 | 3 | May 29, 2026 |
|---|
| Image Enhancement (RAW to RGB) | 1 | 1 | Feb 18, 2026 |
|---|
| Multi-instance Image Generation | 1 | 1 | Feb 18, 2026 |
|---|
| Image Sentiment Transfer | 1 | 1 | Feb 20, 2026 |
|---|
| X-ray generation | 1 | 1 | Feb 20, 2026 |
|---|
| 2D Image Generation Geometry Preservation | 1 | 1 | Feb 20, 2026 |
|---|