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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 |
|---|---|---|---|---|
| Precise color control | 1 | 1 | Mar 13, 2026 | |
| Unconditional sketch generation | 1 | 1 | Feb 18, 2026 | |
| World Knowledge-aware Image Generation | 1 | 1 | Mar 16, 2026 | |
| Page-scale calligraphy synthesis | 1 | 1 | Mar 16, 2026 | |
| Calligraphy Generation | 1 | 1 | Mar 16, 2026 | |
| Image Raindrop Removal | 1 | 1 | Mar 16, 2026 | |
| Image Generation Memorization Mitigation | 1 | 1 | Mar 17, 2026 | |
| Image quality preservation on benign prompts | 1 | 1 | Mar 17, 2026 | |
| 1 |
| 1 |
| Mar 17, 2026 |
| Human Perceptual Realism Evaluation | 1 | 1 | Mar 17, 2026 |
|---|
| Multi-Phase MRI Synthesis | 1 | 1 | Feb 18, 2026 |
|---|
| Synthetic Anomaly Generation | 1 | 1 | Mar 17, 2026 |
|---|
| Color Harmony | 1 | 1 | Mar 17, 2026 |
|---|
| Pictogram Generation | 1 | 1 | Mar 17, 2026 |
|---|
| 3D Style Transfer Multi-view Consistency | 1 | 1 | Mar 17, 2026 |
|---|
| Content-Style Decomposition | 1 | 1 | Mar 17, 2026 |
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| Unconditional 3D Object Generation | 1 | 1 | Feb 18, 2026 |
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| Amodal 3D object generation | 1 | 1 | Mar 17, 2026 |
|---|
| Text-Conditioned 3D Object Generation | 1 | 1 | Feb 18, 2026 |
|---|
| Character Card Generation | 1 | 1 | Mar 17, 2026 |
|---|
| Conditional Image Editing | 1 | 1 | Feb 18, 2026 |
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| Thumbnail Generation | 1 | 1 | Feb 18, 2026 |
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| Multi-view SVG generation | 1 | 1 | Mar 17, 2026 |
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| Consistent Style Transfer | 1 | 1 | Mar 17, 2026 |
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| Color Alteration | 1 | 1 | Mar 17, 2026 |
|---|