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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 |
|---|---|---|---|---|
| Text-to-Image Preference Evaluation | 6 | 4 | Jun 18, 2026 | |
| Global Colourisation | 6 | 1 | Apr 7, 2026 | |
| Text-centric image editing | 6 | 1 | Mar 11, 2026 | |
| Image Generation Quality Evaluation | 6 | 3 | Jun 9, 2026 | |
| Visual Story Generation | 6 | 4 | Apr 21, 2026 | |
| Prompt Refinement | 6 | 1 | Feb 18, 2026 | |
| 3D World Generation | 5 | 3 | May 20, 2026 | |
| Image-to-SVG | 5 | 3 | Apr 23, 2026 | |
| 5 |
| 1 |
| Feb 20, 2026 |
| Multi-Center PET Image Synthesis | 5 | 1 | Feb 18, 2026 |
|---|
| Image Outpainting | 5 | 4 | Jul 8, 2026 |
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| Visual generation | 5 | 5 | Jun 24, 2026 |
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| Image Editing Immunization | 5 | 2 | Feb 22, 2026 |
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| Steerability evaluation | 5 | 2 | May 11, 2026 |
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| Angiography synthesis | 5 | 1 | Feb 18, 2026 |
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| Head Avatar Synthesis | 5 | 2 | Feb 18, 2026 |
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| Furniture synthesis | 5 | 1 | Feb 20, 2026 |
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| Image Relighting | 5 | 6 | May 13, 2026 |
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| Brain MRI Synthesis | 5 | 2 | Jun 9, 2026 |
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| Image Composition | 5 | 3 | Jul 7, 2026 |
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| Text-driven Image Editing | 5 | 4 | Jul 2, 2026 |
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| Latent Translation | 5 | 3 | Jun 5, 2026 |
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| Identity Reconstruction | 5 | 3 | May 13, 2026 |
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| Image Stylization | 5 | 4 | Apr 13, 2026 |
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| Avatar Generation | 5 | 5 | May 19, 2026 |
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