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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 |
|---|---|---|---|---|
| Long Story Visualization | 1 | 1 | Feb 22, 2026 | |
| Vocal-to-song generation | 1 | 1 | Feb 22, 2026 | |
| Object synthesis quality evaluation | 1 | 1 | Feb 18, 2026 | |
| Image Captioning Editing | 1 | 1 | Feb 18, 2026 | |
| Canny-conditioned Image Generation | 1 | 1 | Feb 22, 2026 | |
| Image Caption Editing | 1 | 1 | Feb 18, 2026 | |
| Sketch-conditioned fine-grained image generation | 1 | 1 | Feb 22, 2026 | |
| Class-unconditional image generation |
| 1 |
| 5 |
| Jul 7, 2026 |
| Depth-conditioned fine-grained image generation | 1 | 1 | Feb 22, 2026 |
|---|
| Canny-to-Image Generation | 1 | 1 | Feb 22, 2026 |
|---|
| 3D-consistent view synthesis | 1 | 1 | Feb 18, 2026 |
|---|
| Single-View Articulated Object Generation | 1 | 1 | Feb 22, 2026 |
|---|
| Part-Decomposed Single-View Articulated Object Generation | 1 | 1 | Feb 22, 2026 |
|---|
| Image Quality Transfer | 1 | 1 | Feb 22, 2026 |
|---|
| Subject-Style LoRA Fusion | 1 | 1 | Feb 22, 2026 |
|---|
| Controllable 3D Head Synthesis | 1 | 1 | Feb 18, 2026 |
|---|
| Hair editing | 1 | 1 | Feb 18, 2026 |
|---|
| Subject and style fusion | 1 | 1 | Feb 22, 2026 |
|---|
| Text-to-image prompt optimization | 1 | 1 | Feb 18, 2026 |
|---|
| Single Color Transfer | 1 | 1 | Feb 18, 2026 |
|---|
| Benign Image Generation Preservation | 1 | 1 | Feb 22, 2026 |
|---|
| Garment Sewing Pattern Generation | 1 | 1 | Feb 22, 2026 |
|---|
| Attribute Binding in Text-to-Image Generation | 1 | 1 | Feb 18, 2026 |
|---|
| Facial Expression Retargeting | 1 | 1 | Feb 22, 2026 |
|---|
| Image-to-Image Translation and Editing | 1 | 1 | Feb 22, 2026 |
|---|