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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 |
|---|---|---|---|---|
| Identity-Preserving Image-to-Video Generation | 1 | 1 | Feb 19, 2026 | |
| Vocal Accompaniment Generation | 1 | 1 | Apr 13, 2026 | |
| Photorealistic Image Generation | 1 | 1 | Apr 13, 2026 | |
| Scene Text Erasure | 1 | 1 | Feb 18, 2026 | |
| Semantic-aware image editing | 1 | 1 | Apr 13, 2026 | |
| Single-turn Image Editing | 1 | 1 | Feb 19, 2026 | |
| Clean Image Generation | 1 | 1 | Apr 13, 2026 | |
| Graffiti Style Transfer | 1 | 1 |
| Apr 14, 2026 |
| Educational Diagram Generation | 1 | 1 | Apr 14, 2026 |
|---|
| Image Editing Inference | 1 | 1 | Apr 14, 2026 |
|---|
| Object-Background Compositional Text-to-Image Generation | 1 | 1 | Apr 14, 2026 |
|---|
| LoRA Combination | 1 | 1 | Apr 14, 2026 |
|---|
| Latent Fingerprint Generation | 1 | 1 | Apr 14, 2026 |
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| Medical Image Inpainting | 1 | 1 | Apr 14, 2026 |
|---|
| Academic Poster Generation | 1 | 1 | Apr 14, 2026 |
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| Text-to-Image Compositional Alignment | 1 | 1 | Apr 14, 2026 |
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| Single-image scene generation | 1 | 1 | Apr 14, 2026 |
|---|
| Single-image 3D indoor scene generation | 1 | 1 | Apr 14, 2026 |
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| Text-Guided High-Resolution Image Editing | 1 | 1 | Apr 14, 2026 |
|---|
| DWI Synthesis | 1 | 1 | Feb 18, 2026 |
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| Mode Collapse Assessment | 1 | 1 | Feb 18, 2026 |
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| Font Interpolation | 1 | 1 | Feb 18, 2026 |
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| Text-to-Layout | 1 | 1 | Feb 18, 2026 |
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| Multi-instance image editing | 1 | 1 | Feb 19, 2026 |
|---|
| Affective Image Manipulation | 1 | 1 | Apr 14, 2026 |
|---|