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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 |
|---|---|---|---|---|
| Conditional Editing | 1 | 1 | Feb 19, 2026 | |
| Text-to-Object Generation | 1 | 1 | Apr 21, 2026 | |
| Semantic Image Translation | 1 | 1 | Feb 27, 2026 | |
| Text-to-Image Semantic Consistency | 1 | 1 | Apr 21, 2026 | |
| reference-guided style transfer | 1 | 1 | Apr 21, 2026 | |
| Benign Style Generation | 1 | 1 | May 12, 2026 | |
| Single-layer Image Editing | 1 | 1 | May 12, 2026 | |
| Metric alignment with human judgment | 1 |
| 1 |
| Feb 18, 2026 |
| Pure Image Generation | 1 | 1 | May 12, 2026 |
|---|
| Image Editing (Background Conditional) | 1 | 1 | Feb 19, 2026 |
|---|
| Text-driven 3D stylization | 1 | 1 | Feb 18, 2026 |
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| Music Video Generation | 1 | 1 | May 12, 2026 |
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| Text-to-HDR generation | 1 | 1 | Feb 19, 2026 |
|---|
| Provenance Verification | 1 | 1 | Apr 23, 2026 |
|---|
| Multi-edit Instruction Adherence | 1 | 1 | Apr 23, 2026 |
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| Label-based Image Attribute Editing | 1 | 1 | Feb 18, 2026 |
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| Subject Customization | 1 | 1 | Feb 18, 2026 |
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| 3D Mesh Editing | 1 | 1 | Feb 19, 2026 |
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| LVLM image editing | 1 | 1 | Apr 23, 2026 |
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| Viewpoint-conditioned image generation | 1 | 1 | Apr 23, 2026 |
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| Reference-image-conditioned joint audio-video generation | 1 | 1 | Apr 23, 2026 |
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| Subject and Motion Customization | 1 | 1 | Feb 18, 2026 |
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| Cross-view 2D editing | 1 | 1 | Apr 23, 2026 |
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| Multi-Reference Image Editing | 1 | 2 | May 13, 2026 |
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| Celebrity Removal | 1 | 1 | Feb 19, 2026 |
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