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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 |
|---|---|---|---|---|
| Relation Image Editing | 1 | 1 | Feb 20, 2026 | |
| Text-and-pose guided image generation | 1 | 1 | Feb 18, 2026 | |
| Text-to-Visual Image Generation (Attribute Editing) | 1 | 1 | May 8, 2026 | |
| Text-to-Image with Visual condition | 1 | 1 | May 8, 2026 | |
| Composition-guided generation | 1 | 1 | Jun 30, 2026 | |
| Local Image Editing (replace) | 1 | 1 | Feb 20, 2026 | |
| 3D brain MRI generation | 1 | 1 | Feb 19, 2026 | |
| Multi-bit decoding | 1 | 1 |
| May 8, 2026 |
| Day-to-Night Translation | 1 | 1 | Jun 30, 2026 |
|---|
| Local Image Editing (color) | 1 | 1 | Feb 20, 2026 |
|---|
| Zero-shot super-resolution | 1 | 1 | Feb 18, 2026 |
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| Cross-view Image Translation (aerial-to-ground) | 1 | 1 | Feb 18, 2026 |
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| Multi-scale Image Generation | 1 | 1 | Feb 18, 2026 |
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| Style Aligned Image Set Generation | 1 | 1 | Feb 18, 2026 |
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| Surface Normals-to-Image Translation | 1 | 1 | May 8, 2026 |
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| Class-Conditional Inpainting | 1 | 1 | May 8, 2026 |
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| Image-to-Image Translation (Appearance Consistency) | 1 | 1 | Feb 19, 2026 |
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| Concept-based Steering | 1 | 1 | May 8, 2026 |
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| Style aligned image generation | 1 | 1 | Feb 18, 2026 |
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| Image-to-Image Translation (Appearance Divergence) | 1 | 1 | Feb 19, 2026 |
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| Keypoint-based Portrait Animation | 1 | 1 | May 8, 2026 |
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| Text Logo Layout Synthesis | 1 | 1 | Feb 18, 2026 |
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| Text-driven Image-to-Image Translation | 1 | 1 | Feb 19, 2026 |
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| V-gene class conditional generation | 1 | 1 | May 11, 2026 |
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| Human Image Editing | 1 | 1 | May 11, 2026 |
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