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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 |
|---|---|---|---|---|
| Single-turn editing | 1 | 1 | Feb 18, 2026 | |
| Class-wise Forgetting on Generation | 1 | 1 | Mar 25, 2026 | |
| Subject Swapping | 1 | 1 | Feb 18, 2026 | |
| Face recovery (HD-painter) | 1 | 1 | Mar 26, 2026 | |
| Face recovery (Splicing) | 1 | 1 | Mar 26, 2026 | |
| Unconditional 3D Scene Generation | 1 | 1 | Feb 18, 2026 | |
| Extreme Aspect Ratio Image Generation | 1 | 1 | Mar 26, 2026 | |
| MLSD line-conditioned image generation | 1 | 1 | Feb 18, 2026 | |
| Image-conditioned texture generation |
|---|
| 1 |
| 1 |
| Feb 18, 2026 |
| Interpolative Directed Image-to-Video (Interpolative DI2V) | 1 | 1 | Mar 26, 2026 |
|---|
| Fingerprint Generation | 1 | 1 | Mar 27, 2026 |
|---|
| HED boundary-conditioned image generation | 1 | 1 | Feb 18, 2026 |
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| Aesthetics | 1 | 1 | Feb 18, 2026 |
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| Linear Facial Expression Editing | 1 | 1 | Mar 27, 2026 |
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| Graphic Design | 1 | 1 | Mar 27, 2026 |
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| 3D Shape Synthesis | 1 | 1 | Feb 18, 2026 |
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| Synthetic Image Quality Assessment | 1 | 1 | Feb 18, 2026 |
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| Graphic design composition | 1 | 1 | Mar 27, 2026 |
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| Image-based Virtual Try-On | 1 | 1 | Feb 18, 2026 |
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| Human-Object Interaction Scene Generation | 1 | 1 | Feb 18, 2026 |
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| Text-to-3D Indoor Scene Generation | 1 | 1 | Feb 18, 2026 |
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| OOD Species Generation | 1 | 1 | Mar 30, 2026 |
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| Region-based text-to-image generation | 1 | 1 | Feb 18, 2026 |
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| Meta-image transformation | 1 | 1 | Mar 30, 2026 |
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| Single-frame Generation | 1 | 1 | Mar 31, 2026 |
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