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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 |
|---|---|---|---|---|
| 3D shape generation from single examples | 1 | 1 | Feb 18, 2026 | |
| Physics-aware 4D Generation | 1 | 1 | Mar 10, 2026 | |
| Human Pose Editing | 1 | 1 | Feb 18, 2026 | |
| Garment Texture Synthesis | 1 | 1 | Mar 10, 2026 | |
| Text-to-CT Generation | 1 | 1 | Mar 10, 2026 | |
| Image Realism Classification | 1 | 1 | Feb 18, 2026 | |
| Multi-subject generation | 1 | 1 | Feb 18, 2026 | |
| Text-to-Image Rendering | 1 | 1 | Mar 11, 2026 | |
| HAOI Generation |
|---|
| 1 |
| 1 |
| Mar 11, 2026 |
| HAOI prediction | 1 | 1 | Mar 11, 2026 |
|---|
| HAOI interpolation | 1 | 1 | Mar 11, 2026 |
|---|
| Few-shot conditional generation | 1 | 1 | Feb 18, 2026 |
|---|
| Logo Generation | 1 | 1 | Mar 11, 2026 |
|---|
| Knowledge-informed text-to-image generation | 1 | 1 | Mar 11, 2026 |
|---|
| Cinemagraph Synthesis | 1 | 1 | Mar 12, 2026 |
|---|
| Face motion generation | 1 | 1 | Feb 18, 2026 |
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| Erase Effectiveness | 1 | 1 | Feb 18, 2026 |
|---|
| Text-to-Image Adversarial Attack | 1 | 1 | Mar 12, 2026 |
|---|
| Single-image-to-3D generation | 1 | 1 | Mar 12, 2026 |
|---|
| Text-to-Image Debiasing | 1 | 2 | Feb 22, 2026 |
|---|
| Text-to-image reward alignment | 1 | 1 | Mar 13, 2026 |
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| Floorplan Layout Generation | 1 | 1 | Mar 13, 2026 |
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| Spatial-Guided Generation | 1 | 1 | Feb 18, 2026 |
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| Floor Plan Editing | 1 | 1 | Mar 13, 2026 |
|---|
| Image-Conditioned 3D Shape Generation | 1 | 1 | Feb 18, 2026 |
|---|