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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 |
|---|---|---|---|---|
| Diagram Editing | 2 | 2 | Apr 8, 2026 | |
| Class-conditional sampling | 2 | 1 | Feb 22, 2026 | |
| Accessible color pair generation (WCAG AA compliance) | 2 | 1 | Feb 20, 2026 | |
| Multi-modal Image-to-Image Translation | 2 | 1 | Feb 18, 2026 | |
| Text-guided 3D scene generation | 2 | 1 | Feb 18, 2026 | |
| Conditional 3D Texture Generation | 2 | 1 | Feb 20, 2026 | |
| View-to-Panorama | 2 | 1 | Feb 20, 2026 | |
| Noise Generation | 2 | 3 | Mar 6, 2026 |
| 3D Face Synthesis | 2 | 1 | Feb 18, 2026 |
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| 3D Asset Generation | 2 | 2 | Jul 1, 2026 |
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| Instruction-based Local 3DGS Editing | 2 | 1 | Feb 20, 2026 |
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| Controllable Scene Synthesis | 2 | 1 | Feb 18, 2026 |
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| Storytelling Image Generation | 2 | 1 | Feb 20, 2026 |
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| Instruction-based Global 3DGS Editing | 2 | 1 | Feb 20, 2026 |
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| Text-to-Panorama | 2 | 1 | Feb 20, 2026 |
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| Part-Composed 3D Object Generation | 2 | 1 | Feb 20, 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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| Material Application | 2 | 1 | Feb 20, 2026 |
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| RGB -> X -> RGB cycle consistency | 2 | 1 | Feb 20, 2026 |
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| recursive text-conditioned shape generation | 2 | 1 | Feb 18, 2026 |
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| Preference-conditioned image generation | 2 | 1 | Feb 20, 2026 |
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| Depth-to-image translation | 2 | 2 | Mar 4, 2026 |
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| Audio Target Object Removal | 2 | 1 | Feb 20, 2026 |
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| One-to-one Image Relighting | 2 | 1 | Feb 18, 2026 |
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