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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 |
|---|---|---|---|---|
| Satellite-to-Street-View Synthesis | 1 | 1 | Mar 24, 2026 | |
| Image Upsampling | 1 | 1 | Feb 18, 2026 | |
| Satellite-to-Street-View Image Synthesis | 1 | 1 | Mar 24, 2026 | |
| Multi-modal Image Synthesis (iUS + T2 inputs) | 1 | 1 | Feb 18, 2026 | |
| Conditional Image Generation, Editing, and Composition | 1 | 1 | Feb 18, 2026 | |
| Preference-aware Image Generation | 1 | 1 | Mar 24, 2026 | |
| Image Synthesis (T2 to iUS) | 1 | 1 | Feb 18, 2026 | |
| Music Generation from Scratch |
| 1 |
| 1 |
| Mar 24, 2026 |
| Jailbreaking Text-to-Image | 1 | 1 | Mar 24, 2026 |
|---|
| Latent-guided stylized face generation | 1 | 1 | Feb 18, 2026 |
|---|
| Water Removal | 1 | 1 | Mar 24, 2026 |
|---|
| 3D object replacement | 1 | 1 | Feb 18, 2026 |
|---|
| Image Extrapolation | 1 | 1 | Mar 24, 2026 |
|---|
| Text-to-Image Generation Alignment | 1 | 1 | Mar 24, 2026 |
|---|
| Spatial Consistency in Text-to-Image Generation | 1 | 1 | Mar 24, 2026 |
|---|
| Image2World generation | 1 | 1 | Mar 24, 2026 |
|---|
| Attribute synthesis | 1 | 1 | Feb 18, 2026 |
|---|
| Text2World (T2W) Generation | 1 | 1 | Mar 24, 2026 |
|---|
| 3D Avatar Editing | 1 | 1 | Feb 18, 2026 |
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| Background removal | 1 | 1 | Mar 25, 2026 |
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| Face Restoration and Age Editing | 1 | 1 | Mar 25, 2026 |
|---|
| Interactive Image Generation | 1 | 1 | Feb 18, 2026 |
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| MRI Synthesis (Pre to Delay) | 1 | 1 | Feb 18, 2026 |
|---|
| Sequential Image Editing | 1 | 1 | Feb 18, 2026 |
|---|
| Human Preference (Realism) | 1 | 1 | Mar 25, 2026 |
|---|