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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 |
|---|---|---|---|---|
| INR editing (contrast) | 1 | 1 | Feb 18, 2026 | |
| Face Synthesis | 1 | 1 | Feb 18, 2026 | |
| Background Outpainting | 1 | 1 | Mar 9, 2026 | |
| Facial Conditional Generation (Face ID + Landmark) | 1 | 1 | Feb 18, 2026 | |
| Object-driven generation | 1 | 1 | Mar 10, 2026 | |
| Artistic Style Revival | 1 | 1 | Mar 10, 2026 | |
| General Generation Fidelity | 1 | 1 | Mar 10, 2026 | |
| Illustration Generation | 1 | 1 | Mar 10, 2026 | |
| Diffuse Reconstruction |
| 1 |
| 1 |
| Feb 18, 2026 |
| Long-form visual narrative generation | 1 | 1 | Mar 10, 2026 |
|---|
| Object Recompositing | 1 | 1 | Mar 10, 2026 |
|---|
| Semantic Style Transfer | 1 | 1 | Feb 18, 2026 |
|---|
| Pairwise Object Compositing | 1 | 1 | Mar 10, 2026 |
|---|
| Textured 3D Synthesis | 1 | 1 | Feb 18, 2026 |
|---|
| Photo stylization tuning | 1 | 1 | Feb 18, 2026 |
|---|
| Agentic Planning for Image Styling | 1 | 1 | Mar 10, 2026 |
|---|
| Aesthetic Preference | 1 | 1 | Mar 10, 2026 |
|---|
| Text-to-Image Compositionality | 1 | 1 | Mar 10, 2026 |
|---|
| Erase Inpainting | 1 | 1 | Feb 18, 2026 |
|---|
| Novel-view stylization | 1 | 1 | Feb 18, 2026 |
|---|
| Face Completion | 1 | 1 | Feb 18, 2026 |
|---|
| JPEG Artifact Removal (QF=2) | 1 | 1 | Mar 10, 2026 |
|---|
| Mitigating memorization in conditional diffusion models | 1 | 1 | Feb 18, 2026 |
|---|
| JPEG Dequantization (QF=2) | 1 | 1 | Mar 10, 2026 |
|---|
| 3D shape generation from single examples | 1 | 1 | Feb 18, 2026 |
|---|