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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 |
|---|---|---|---|---|
| Floor-conditioned Scene Synthesis | 1 | 1 | Feb 20, 2026 | |
| Text+object to image generation | 1 | 1 | Feb 20, 2026 | |
| Explicit Content Removal | 1 | 5 | Jun 2, 2026 | |
| text+structure to image generation | 1 | 1 | Feb 20, 2026 | |
| Object Insertion Photorealism | 1 | 1 | Feb 18, 2026 | |
| text+structure+object to image generation | 1 | 1 | Feb 20, 2026 | |
| 3D Medical Image Synthesis | 1 | 1 | Feb 20, 2026 | |
| 3D Chest CT Image Generation |
| 1 |
| 1 |
| Feb 18, 2026 |
| Medical Image-to-Image Translation (T1→FLAIR) | 1 | 1 | Feb 20, 2026 |
|---|
| MRI Synthesis (T1, FLAIR to T2) | 1 | 1 | Feb 18, 2026 |
|---|
| Multi-modal Medical Image Synthesis | 1 | 1 | Feb 18, 2026 |
|---|
| Medical Image-to-Image Translation (T2→FLAIR) | 1 | 2 | Jun 1, 2026 |
|---|
| Chest X-ray generation | 1 | 1 | Feb 18, 2026 |
|---|
| MRI translation (T1 to T2) | 1 | 1 | Feb 20, 2026 |
|---|
| MRI Synthesis (T2+T1ce+FLAIR to T1) | 1 | 1 | Feb 18, 2026 |
|---|
| MRI Synthesis (T1+T1ce+FLAIR to T2) | 1 | 1 | Feb 18, 2026 |
|---|
| Artist Unlearning | 1 | 1 | Feb 20, 2026 |
|---|
| MRI Synthesis (T1+PD to T2) | 1 | 1 | Feb 18, 2026 |
|---|
| Instruction-following visual editing | 1 | 1 | Feb 20, 2026 |
|---|
| Face Restoration (x8) | 1 | 1 | Feb 18, 2026 |
|---|
| Text-to-3D Creature Generation | 1 | 1 | Feb 20, 2026 |
|---|
| diffusion acceleration code generation | 1 | 1 | Feb 20, 2026 |
|---|
| Reasoning-aware Image Generation | 1 | 1 | Feb 20, 2026 |
|---|
| Canny edge to image | 1 | 1 | Feb 18, 2026 |
|---|
| MRI Synthesis (T2, FLAIR to T1) | 1 | 1 | Feb 18, 2026 |
|---|