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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 |
|---|---|---|---|---|
| Defect Generation | 10 | 1 | Feb 18, 2026 | |
| Aerial-to-Ground Image Synthesis | 10 | 3 | Feb 18, 2026 | |
| PET Image Synthesis | 10 | 3 | Mar 11, 2026 | |
| Generation Quality | 10 | 5 | May 29, 2026 | |
| MRI Synthesis | 10 | 4 | Apr 28, 2026 | |
| Artist Style Erasure | 10 | 1 | May 26, 2026 | |
| Handwriting Synthesis | 10 | 3 | Jul 9, 2026 | |
| Class-conditioned generation | 9 | 2 | Jun 25, 2026 | |
| Lung CT Synthesis |
| 9 |
| 1 |
| Mar 25, 2026 |
| Slide Editing | 9 | 1 | Mar 4, 2026 |
|---|
| Adjusted Compression | 9 | 1 | Mar 4, 2026 |
|---|
| Text-to-image person search | 9 | 1 | Mar 4, 2026 |
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| 3D Editing | 9 | 5 | May 27, 2026 |
|---|
| Human Relighting | 9 | 4 | Jul 1, 2026 |
|---|
| Class-to-image generation | 9 | 14 | Jun 29, 2026 |
|---|
| 3D Style Transfer | 9 | 6 | Jun 24, 2026 |
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| Exemplar-based image translation | 9 | 2 | Feb 18, 2026 |
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| Multi-reference image generation | 9 | 2 | Jun 26, 2026 |
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| Image-to-Image Editing | 9 | 4 | Jun 8, 2026 |
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| Human Performance Rendering | 9 | 1 | Feb 18, 2026 |
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| Text-to-image generation evaluation | 9 | 5 | May 12, 2026 |
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| Floor plan generation | 9 | 4 | Jul 8, 2026 |
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| Sketch-to-Photo Synthesis | 9 | 1 | Feb 18, 2026 |
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| Safe Text-to-Image Generation | 9 | 8 | Jun 8, 2026 |
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| Image Inversion | 9 | 6 | Jul 2, 2026 |
|---|