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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 |
|---|---|---|---|---|
| Contrast-enhanced breast MRI synthesis | 2 | 1 | May 26, 2026 | |
| Edit Reversal | 2 | 1 | May 29, 2026 | |
| Instruction-based Global 3DGS Editing | 2 | 1 | Feb 20, 2026 | |
| Part-Composed 3D Object Generation | 2 | 1 | Feb 20, 2026 | |
| Layout-based generation | 2 | 1 | Feb 19, 2026 | |
| Synthetic-output protection | 2 | 1 | May 22, 2026 | |
| Preference-conditioned image generation | 2 | 1 | Feb 20, 2026 | |
| Instruction-based Local 3DGS Editing | 2 | 1 | Feb 20, 2026 |
| Image-to-3D scene generation | 2 | 2 | Mar 9, 2026 |
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| Unsupervised 3D-aware image synthesis | 2 | 1 | Feb 18, 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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| Generative View Synthesis | 2 | 2 | Mar 18, 2026 |
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| Audio Target Object Removal | 2 | 1 | Feb 20, 2026 |
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| Old Photo Restoration | 2 | 2 | Mar 10, 2026 |
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| Scene-to-Image Generation | 2 | 2 | Feb 18, 2026 |
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| Text-to-Image Preference Alignment | 2 | 2 | May 18, 2026 |
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| Line-guided Region Redrawing | 2 | 1 | Feb 20, 2026 |
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| Multi-view scene generation | 2 | 2 | Jun 17, 2026 |
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| sCT Synthesis | 2 | 1 | Feb 19, 2026 |
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| Procedural 3D City Generation | 2 | 1 | Feb 19, 2026 |
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| Artistic Style Removal | 2 | 1 | Feb 19, 2026 |
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| Shadow Synthesis | 2 | 2 | Apr 20, 2026 |
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| Continuous Image Editing | 2 | 2 | Jun 24, 2026 |
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| Layered Image Reconstruction | 2 | 2 | May 15, 2026 |
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