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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 |
|---|---|---|---|---|
| Preference-conditioned image generation | 2 | 1 | Feb 20, 2026 | |
| Perpetual 3D Scene Generation | 2 | 1 | Feb 18, 2026 | |
| Multi-view scene generation | 2 | 2 | Jun 17, 2026 | |
| Single Image Generation | 2 | 1 | Feb 18, 2026 | |
| Accessible color pair generation (WCAG AA compliance) | 2 | 1 | Feb 20, 2026 | |
| Microscopy Sequence Synthesis | 2 | 1 | Feb 18, 2026 | |
| Re-texturing | 2 | 1 | Feb 18, 2026 | |
| Audio-driven talking head synthesis |
| 2 |
| 1 |
| Feb 18, 2026 |
| Cross-view Image Translation (a2g) | 2 | 1 | Feb 18, 2026 |
|---|
| Text-to-avatar generation | 2 | 1 | Feb 18, 2026 |
|---|
| Cross-view Image Translation (g2a) | 2 | 1 | Feb 18, 2026 |
|---|
| Generative Steganography | 2 | 2 | Jul 1, 2026 |
|---|
| Conditional 3D Texture Generation | 2 | 1 | Feb 20, 2026 |
|---|
| Refinement | 2 | 1 | Feb 18, 2026 |
|---|
| Hand-object interaction image generation | 2 | 2 | Feb 18, 2026 |
|---|
| Music-driven Dance Generation | 2 | 10 | Jun 24, 2026 |
|---|
| Instruction-based Local 3DGS Editing | 2 | 1 | Feb 20, 2026 |
|---|
| Customized Text-to-Image Generation | 2 | 2 | Apr 13, 2026 |
|---|
| Storytelling Image Generation | 2 | 1 | Feb 20, 2026 |
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| Instruction-based Global 3DGS Editing | 2 | 1 | Feb 20, 2026 |
|---|
| Part-Composed 3D Object Generation | 2 | 1 | Feb 20, 2026 |
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| Image-to-3D scene generation | 2 | 2 | Mar 9, 2026 |
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| Old Photo Restoration | 2 | 2 | Mar 10, 2026 |
|---|
| Material Application | 2 | 1 | Feb 20, 2026 |
|---|
| Face Image Synthesis | 2 | 1 | Feb 18, 2026 |
|---|