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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 |
|---|---|---|---|---|
| Generation from Types (Gen-T) | 2 | 1 | Feb 18, 2026 | |
| View-to-Panorama | 2 | 1 | Feb 20, 2026 | |
| Infographic Editing | 2 | 1 | Feb 19, 2026 | |
| Multi-instance editing | 2 | 1 | Feb 19, 2026 | |
| Instruction-based Global 3DGS Editing | 2 | 1 | Feb 20, 2026 | |
| Part-Composed 3D Object Generation | 2 | 1 | Feb 20, 2026 | |
| Photorealistic Preset Transfer | 2 | 1 | Feb 19, 2026 | |
| Instruction-based Local 3DGS Editing | 2 | 1 | Feb 20, 2026 | |
| Image-to-3D scene generation |
|---|
| 2 |
| 2 |
| Mar 9, 2026 |
| Old Photo Restoration | 2 | 2 | Mar 10, 2026 |
|---|
| Material Application | 2 | 1 | Feb 20, 2026 |
|---|
| RGB -> X -> RGB cycle consistency | 2 | 1 | Feb 20, 2026 |
|---|
| Storytelling Image Generation | 2 | 1 | Feb 20, 2026 |
|---|
| Layout-based generation | 2 | 1 | Feb 19, 2026 |
|---|
| Unsupervised 3D-aware image synthesis | 2 | 1 | Feb 18, 2026 |
|---|
| Line-guided Region Redrawing | 2 | 1 | Feb 20, 2026 |
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| Generative View Synthesis | 2 | 2 | Mar 18, 2026 |
|---|
| Immunization against image editing | 2 | 1 | Feb 20, 2026 |
|---|
| Scene-to-Image Generation | 2 | 2 | Feb 18, 2026 |
|---|
| Text-to-Image Preference Alignment | 2 | 2 | May 18, 2026 |
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| Pose-conditioned avatar generation | 2 | 1 | Feb 20, 2026 |
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| sCT Synthesis | 2 | 1 | Feb 19, 2026 |
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| Procedural 3D City Generation | 2 | 1 | Feb 19, 2026 |
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| Image Inpainting (Super-resolution mask) | 2 | 1 | Feb 21, 2026 |
|---|
| Text-to-Panorama | 2 | 1 | Feb 20, 2026 |
|---|