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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 |
|---|---|---|---|---|
| Portrait photo retouching | 3 | 1 | Feb 18, 2026 | |
| Universal Image Immunization | 3 | 1 | Feb 22, 2026 | |
| Image Inpainting Immunization | 3 | 1 | Feb 22, 2026 | |
| Segmentation-conditioned Image Generation | 3 | 3 | Jun 26, 2026 | |
| Controllable Image Editing | 3 | 1 | Feb 25, 2026 | |
| Cardiac MRI Synthesis | 3 | 1 | Feb 24, 2026 | |
| Text-to-scene generation | 3 | 3 | Jun 9, 2026 | |
| Day-to-night image synthesis |
| 3 |
| 1 |
| Feb 18, 2026 |
| SAR Image Generation | 3 | 2 | May 21, 2026 |
|---|
| Global Image Editing | 3 | 3 | Apr 7, 2026 |
|---|
| Bias Mitigation (Text-to-Image) | 3 | 1 | Feb 18, 2026 |
|---|
| Concept Steerability | 3 | 1 | Feb 18, 2026 |
|---|
| Indoor Scene Stylization | 3 | 2 | Feb 20, 2026 |
|---|
| Facial Reenactment | 3 | 2 | Apr 23, 2026 |
|---|
| Cross-identity Face Reenactment | 3 | 2 | Feb 18, 2026 |
|---|
| Audio-to-Image Generation | 3 | 2 | Jun 16, 2026 |
|---|
| Non-rigid image editing | 3 | 2 | Feb 20, 2026 |
|---|
| Sketch-to-shape generation | 3 | 1 | Feb 20, 2026 |
|---|
| Human Pose Transfer | 3 | 2 | Feb 18, 2026 |
|---|
| Weight Space Generation | 3 | 1 | Feb 21, 2026 |
|---|
| Controlled Image Generation | 3 | 2 | Mar 26, 2026 |
|---|
| Shape-conditioned 3D object generation (geometric primitives) | 3 | 1 | Feb 20, 2026 |
|---|
| Controllable Human Image Synthesis | 3 | 1 | Feb 25, 2026 |
|---|
| Density Interpolation | 3 | 1 | Feb 21, 2026 |
|---|
| Unconditioned Indoor Scene Generation | 3 | 1 | Feb 18, 2026 |
|---|