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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 |
|---|---|---|---|---|
| Inpaint (box) | 4 | 6 | Jun 30, 2026 | |
| Face Retouching | 4 | 1 | Mar 4, 2026 | |
| Product poster generation | 4 | 4 | May 12, 2026 | |
| Prompt Stealing | 4 | 1 | Feb 18, 2026 | |
| 3D Avatar Generation | 4 | 4 | Apr 10, 2026 | |
| 3D Human Synthesis | 4 | 1 | Feb 27, 2026 | |
| PBR Texture Generation | 4 | 2 | Feb 20, 2026 | |
| Image Reconstruction and Generation | 4 | 2 | Mar 10, 2026 | |
| Random text editing |
|---|
| 4 |
| 1 |
| Mar 5, 2026 |
| Unconditional Symbolic Music Generation | 4 | 2 | Mar 4, 2026 |
|---|
| Text-to-Image Safety | 4 | 1 | Feb 25, 2026 |
|---|
| Aesthetic Evaluation | 4 | 2 | Jun 23, 2026 |
|---|
| Face Stylization | 4 | 2 | Feb 18, 2026 |
|---|
| Half-mask inpainting | 4 | 2 | May 18, 2026 |
|---|
| Watermarking Efficiency | 4 | 2 | Feb 19, 2026 |
|---|
| Object Insertion | 4 | 4 | Jun 29, 2026 |
|---|
| Multi-stem Music Generation | 4 | 1 | Feb 21, 2026 |
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| Image Generation Stitching | 4 | 1 | Feb 18, 2026 |
|---|
| Facial Expression Editing | 4 | 3 | Mar 27, 2026 |
|---|
| Shape-conditioned 3D object generation (geometric primitives) | 3 | 1 | Feb 20, 2026 |
|---|
| Texture Swapping | 3 | 1 | Feb 18, 2026 |
|---|
| Non-rigid image editing | 3 | 2 | Feb 20, 2026 |
|---|
| Portrait photo retouching | 3 | 1 | Feb 18, 2026 |
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| Concept Steerability | 3 | 1 | Feb 18, 2026 |
|---|
| Day-to-night image synthesis | 3 | 1 | Feb 18, 2026 |
|---|