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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 |
|---|---|---|---|---|
| Artistic Style Rendering | 1 | 1 | Feb 20, 2026 | |
| Multimodal Oil Painting Generation | 1 | 1 | Feb 20, 2026 | |
| Mean BOLD image generation | 1 | 1 | Feb 20, 2026 | |
| Stylization Semantic Alignment | 1 | 1 | Feb 20, 2026 | |
| 3D OCT Volume Synthesis | 1 | 1 | Feb 18, 2026 | |
| Voxel Art Stylization | 1 | 1 | Feb 20, 2026 | |
| Image Cartoonization | 1 | 1 | Feb 18, 2026 | |
| Analogical image generation | 1 | 1 | Feb 20, 2026 |
| Image-to-multi-shot video generation | 1 | 1 | Feb 20, 2026 |
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| Anti-Customization Evaluation | 1 | 1 | Feb 18, 2026 |
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| Image Editing (Edit Consistency) | 1 | 1 | Feb 20, 2026 |
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| Image Editing (Source Integrity) | 1 | 1 | Feb 20, 2026 |
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| Privacy-aware Image Editing (Textual Modality) | 1 | 1 | Feb 20, 2026 |
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| Privacy-aware Image Editing (Multimodal Modality) | 1 | 1 | Feb 20, 2026 |
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| Privacy-aware Image Editing (Visual Modality) | 1 | 1 | Feb 20, 2026 |
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| 3D Watermarking Robustness against Diffusion Attacks | 1 | 1 | Feb 20, 2026 |
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| Compositional 3D scene synthesis | 1 | 1 | Feb 18, 2026 |
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| Affective Image Stylization | 1 | 1 | Feb 20, 2026 |
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| House layout generation | 1 | 1 | Feb 18, 2026 |
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| Mesh-conditioned 3D object generation | 1 | 1 | Feb 20, 2026 |
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| Facial Generation | 1 | 1 | Feb 18, 2026 |
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| Perceptual Scene Synthesis Evaluation | 1 | 1 | Feb 18, 2026 |
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| Masked Editing | 1 | 1 | Feb 20, 2026 |
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| Image-to-4D Generation | 1 | 1 | Feb 20, 2026 |
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| Multi-style Image-to-Image Translation | 1 | 1 | Feb 18, 2026 |
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