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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 |
|---|---|---|---|---|
| Removal | 3 | 3 | Jun 24, 2026 | |
| Pose-guided Human Image Generation | 3 | 4 | Jun 8, 2026 | |
| SAR Image Generation | 3 | 2 | May 21, 2026 | |
| Detail and Expression Transfer | 3 | 1 | Feb 18, 2026 | |
| Controllable Human Image Synthesis | 3 | 1 | Feb 25, 2026 | |
| Universal Image Immunization | 3 | 1 | Feb 22, 2026 | |
| Density Interpolation | 3 | 1 | Feb 21, 2026 | |
| Nudity Concept Erasure | 3 | 2 | May 26, 2026 |
| Controlled Image Generation | 3 | 2 | Mar 26, 2026 |
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| Scene Layout Generation | 3 | 2 | Feb 18, 2026 |
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| Photo finishing tuning | 3 | 1 | Feb 18, 2026 |
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| Face Image Super-resolution | 3 | 3 | Feb 18, 2026 |
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| Audio-to-Image Generation | 3 | 2 | Jun 16, 2026 |
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| Sketch-to-shape generation | 3 | 1 | Feb 20, 2026 |
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| Image Generation and Reconstruction | 3 | 1 | Feb 18, 2026 |
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| Generative Hallucination | 3 | 10 | Jun 26, 2026 |
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| Shape-conditioned 3D object generation (geometric primitives) | 3 | 1 | Feb 20, 2026 |
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| Stylized Image Generation | 3 | 3 | Jul 7, 2026 |
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| Human pose-conditioned image generation | 3 | 3 | Jun 30, 2026 |
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| 2D Multi-view Generation | 3 | 2 | Feb 20, 2026 |
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| Emotional Talking Head Generation | 3 | 2 | Apr 23, 2026 |
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| 3D Mesh Stylization | 3 | 5 | Jun 26, 2026 |
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| T2 → FLAIR MRI Synthesis | 3 | 1 | Feb 25, 2026 |
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| Weight Space Generation | 3 | 1 | Feb 21, 2026 |
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| Text-based avatar creation | 3 | 1 | Feb 18, 2026 |
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