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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 |
|---|---|---|---|---|
| Image Inpainting (Super-resolution mask) | 2 | 1 | Feb 21, 2026 | |
| Image Inpainting (Random mask) | 2 | 1 | Feb 21, 2026 | |
| Image Inpainting (Expand mask) | 2 | 1 | Feb 21, 2026 | |
| Multi-view Illusion Generation | 2 | 1 | Feb 18, 2026 | |
| Text-to-Image Generation Fine-Tuning | 2 | 1 | Feb 21, 2026 | |
| Text-to-Texture Generation | 2 | 2 | Mar 20, 2026 | |
| Image Distribution Recovery | 2 | 1 | Feb 21, 2026 | |
| Zero-Shot Posterior Sampling | 2 | 1 | Feb 20, 2026 | |
| Multi-view scene generation |
| 2 |
| 2 |
| Jun 17, 2026 |
| Accessible color pair generation (WCAG AA compliance) | 2 | 1 | Feb 20, 2026 |
|---|
| Face image reconstruction | 2 | 3 | Jun 5, 2026 |
|---|
| Fair Image Generation (Gender) | 2 | 1 | Feb 18, 2026 |
|---|
| Audio-driven Digital Human Generation | 2 | 1 | Feb 22, 2026 |
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| Preference-conditioned image generation | 2 | 1 | Feb 20, 2026 |
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| Fair Image Generation (Race) | 2 | 1 | Feb 18, 2026 |
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| Reference-based Image Super-Resolution | 2 | 3 | Jun 30, 2026 |
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| Storytelling Image Generation | 2 | 1 | Feb 20, 2026 |
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| Text-to-Panorama | 2 | 1 | Feb 20, 2026 |
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| Cell Shape Generation | 2 | 1 | Feb 18, 2026 |
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| View-to-Panorama | 2 | 1 | Feb 20, 2026 |
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| Instruction-based Local 3DGS Editing | 2 | 1 | Feb 20, 2026 |
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| Instruction-based Global 3DGS Editing | 2 | 1 | Feb 20, 2026 |
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| Novel Facial Expression Synthesis | 2 | 1 | Feb 18, 2026 |
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| Image-to-3D scene generation | 2 | 2 | Mar 9, 2026 |
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| Old Photo Restoration | 2 | 2 | Mar 10, 2026 |
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