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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 |
|---|---|---|---|---|
| Mask-guided defect generation | 1 | 1 | Apr 15, 2026 | |
| Complex instruction-based image editing | 1 | 1 | Feb 19, 2026 | |
| Multi-pose Virtual Try-on | 1 | 1 | Apr 15, 2026 | |
| Perceptual Quality Comparison | 1 | 1 | Apr 15, 2026 | |
| Text-to-Image Prompt Following | 1 | 1 | Apr 15, 2026 | |
| Image-to-image translation (day to night) | 1 | 1 | Apr 15, 2026 | |
| Language-guided floor plan generation | 1 | 1 | Feb 18, 2026 | |
| Image Editing Evaluation |
| 1 |
| 1 |
| Feb 19, 2026 |
| Generation Diversity Analysis | 1 | 1 | Apr 15, 2026 |
|---|
| Pairwise Scene Generation Evaluation | 1 | 1 | Apr 15, 2026 |
|---|
| 3D Head Generation | 1 | 1 | Feb 19, 2026 |
|---|
| Text-to-Image Compositional Understanding | 1 | 1 | Apr 16, 2026 |
|---|
| Multi-condition Image Generation (Subject-Canny) | 1 | 1 | Feb 19, 2026 |
|---|
| Video Relighting and Recoloring | 1 | 1 | Apr 16, 2026 |
|---|
| Multi-condition Image Generation (Subject-Depth) | 1 | 1 | Feb 19, 2026 |
|---|
| Story-image generation | 1 | 1 | Apr 16, 2026 |
|---|
| Multi-condition Image Generation (Multi-Spatial) | 1 | 1 | Feb 19, 2026 |
|---|
| 3D Asset Editing | 1 | 1 | Apr 16, 2026 |
|---|
| Vector Floorplan Generation | 1 | 1 | Feb 19, 2026 |
|---|
| Single Layout-guided Human-Object Interaction Editing | 1 | 1 | Apr 16, 2026 |
|---|
| Image-driven 3D Scene Editing | 1 | 1 | Feb 18, 2026 |
|---|
| Multi Layout-guided Human-Object Interaction Editing | 1 | 1 | Apr 16, 2026 |
|---|
| Layout-free HOI editing | 1 | 1 | Apr 16, 2026 |
|---|
| Zero-shot concept preservation | 1 | 1 | Apr 20, 2026 |
|---|
| 360-degree Scene Generation | 1 | 1 | Feb 19, 2026 |
|---|