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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-driven Style Transfer | 3 | 3 | Feb 18, 2026 | |
| Emotional Talking Head Generation | 3 | 2 | Apr 23, 2026 | |
| Global Image Editing | 3 | 3 | Apr 7, 2026 | |
| Scene Layout Generation | 3 | 2 | Feb 18, 2026 | |
| Style-Driven Image Generation | 3 | 1 | Feb 18, 2026 | |
| 360-degree image completion | 3 | 1 | Feb 18, 2026 | |
| Weight Space Generation | 3 | 1 | Feb 21, 2026 | |
| Structure and appearance control | 3 | 1 | Feb 18, 2026 |
| Facial Attribute Editing Defense (AttGAN) | 3 | 1 | Apr 3, 2026 |
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| Dynamic scene editing | 3 | 2 | Mar 16, 2026 |
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| Image-to-Line Drawing Translation | 3 | 1 | Feb 18, 2026 |
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| Density Interpolation | 3 | 1 | Feb 21, 2026 |
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| Concept Steerability | 3 | 1 | Feb 18, 2026 |
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| Avatar Synthesis | 3 | 2 | Feb 20, 2026 |
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| Single-image Relighting | 3 | 3 | May 19, 2026 |
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| Infinite Image Generation | 3 | 1 | Feb 18, 2026 |
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| Text-guided generation | 3 | 2 | Feb 18, 2026 |
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| Text-to-Image Reranking | 2 | 1 | Feb 18, 2026 |
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| Photographic Image Adjustment | 2 | 1 | Feb 18, 2026 |
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| Zero-Shot Posterior Sampling | 2 | 1 | Feb 20, 2026 |
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| Accessible color pair generation (WCAG AA compliance) | 2 | 1 | Feb 20, 2026 |
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| Multi-view scene generation | 2 | 2 | Jun 17, 2026 |
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| Preference-conditioned image generation | 2 | 1 | Feb 20, 2026 |
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| Conditional 3D Texture Generation | 2 | 1 | Feb 20, 2026 |
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| View-to-Panorama | 2 | 1 | Feb 20, 2026 |
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