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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 |
|---|---|---|---|---|
| Final Image Reconstruction | 1 | 1 | Feb 18, 2026 | |
| Depth map-conditioned image generation | 1 | 1 | Feb 18, 2026 | |
| Region-based Image Generation | 1 | 1 | Feb 18, 2026 | |
| Semantic-Aware Appearance Transfer | 1 | 1 | Mar 31, 2026 | |
| Overall Appearance Transfer Quality | 1 | 1 | Mar 31, 2026 | |
| microscopy generative modelling | 1 | 1 | Mar 31, 2026 | |
| Segmentation map-conditioned image generation | 1 | 1 | Feb 18, 2026 | |
| Ambiguous Image Generation |
| 1 |
| 1 |
| Feb 18, 2026 |
| 3D Scene Expansion | 1 | 1 | Mar 31, 2026 |
|---|
| Camera-controllable generation | 1 | 1 | Mar 31, 2026 |
|---|
| MRI Synthesis (CA to CV) | 1 | 1 | Feb 18, 2026 |
|---|
| Latent-space disentanglement and controllability | 1 | 1 | Feb 27, 2026 |
|---|
| Style and Content-conditioned image generation | 1 | 1 | Feb 18, 2026 |
|---|
| Text-driven real image editing | 1 | 1 | Feb 18, 2026 |
|---|
| Slider Controllability | 1 | 1 | Mar 31, 2026 |
|---|
| Canny to Image | 1 | 1 | Mar 31, 2026 |
|---|
| Controllable Image Generation (Canny) | 1 | 1 | Feb 18, 2026 |
|---|
| Mask-based Text-to-Image Generation | 1 | 1 | Feb 18, 2026 |
|---|
| Multiple Subjects Story Customization | 1 | 1 | Mar 31, 2026 |
|---|
| Screentone synthesis | 1 | 1 | Mar 31, 2026 |
|---|
| Controllable Image Generation (MLSD) | 1 | 1 | Feb 18, 2026 |
|---|
| Image Anonymization | 1 | 1 | Mar 31, 2026 |
|---|
| Spatial Text-to-Image Generation | 1 | 1 | Mar 31, 2026 |
|---|
| Artistic Image Generation | 1 | 1 | Mar 31, 2026 |
|---|
| User-controlled Image Editing | 1 | 1 | Mar 31, 2026 |
|---|