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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 |
|---|---|---|---|---|
| Controllable Image Generation (HED) | 1 | 2 | Mar 31, 2026 | |
| ECG Generation Fidelity Evaluation | 1 | 1 | Mar 31, 2026 | |
| Text-to-Image Generation (Stable Diffusion 3.5 Medium Comparison) | 1 | 1 | Mar 31, 2026 | |
| MRI Synthesis (CA to Delay) | 1 | 1 | Feb 18, 2026 | |
| 3D Photo Stylization | 1 | 1 | Feb 18, 2026 | |
| Controllable Image Generation (Sketch) | 1 | 1 | Feb 18, 2026 | |
| ID customization | 1 | 1 | Feb 18, 2026 | |
| Search-grounded Image Generation | 1 | 1 |
| Mar 31, 2026 |
| Magazines Manipulation | 1 | 1 | Apr 1, 2026 |
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| Text and Sketch Conditioned Face Generation | 1 | 1 | Apr 1, 2026 |
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| Controllable Image Generation (Pose) | 1 | 1 | Feb 18, 2026 |
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| Reference-based multi-human generation | 1 | 1 | Feb 18, 2026 |
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| Text + Mask conditioned face generation | 1 | 1 | Apr 1, 2026 |
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| Automatic Poster Layout Generation | 1 | 1 | Feb 18, 2026 |
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| Novel view and novel attribute synthesis | 1 | 1 | Feb 18, 2026 |
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| Controllable Image Generation (Depth) | 1 | 1 | Feb 18, 2026 |
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| Image-to-Spectrum | 1 | 1 | Apr 1, 2026 |
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| Diffusion Model Concept Analysis | 1 | 1 | Apr 1, 2026 |
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| Controllable Image Generation (Segmentation) | 1 | 1 | Feb 18, 2026 |
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| Text-to-Garment Generation | 1 | 1 | Apr 1, 2026 |
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| Watermarked Image Quality Evaluation | 1 | 1 | Apr 2, 2026 |
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| Controllable Image Generation (Style/Content) | 1 | 1 | Feb 18, 2026 |
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| Object Hallucination Mitigation on Generative Tasks | 1 | 3 | Apr 21, 2026 |
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| Multi-view Consistent Editing | 1 | 1 | Feb 18, 2026 |
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| Conditional Image Reconstruction | 1 | 1 | Apr 3, 2026 |
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