| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| COCO (test) | SD | Inference Latency (s)5.48 | 14 | 4d ago | |
| MIG-Bench | ROICtrl | mIoU (L2)78 | 9 | 4d ago | |
| nuScenes (val) | SimGen-nuSc | FID15.6 | 7 | 4d ago | |
| Editing 5,000-image (evaluation) | Vec2Pix | FID17.84 | 6 | 4d ago | |
| 5,000-image Reconstruction (evaluation) | Vec2Pix | FID15.52 | 6 | 4d ago | |
| Quadrant-Control Experiment 5,000 samples (test) | ControlNet | DMSE Out0.8646 | 6 | 4d ago | |
| User study (Amazon Mechanical Turk) | Splicing ViT Features | Result Quality95 | 6 | 4d ago | |
| CelebA | Cluster-guided Image Synthesis | Gender100 | 5 | 4d ago | |
| ADE20k | ControlNet + Diff-Tuning | Sudden Convergence Steps8.3 | 2 | 4d ago | |
| COCO | ControlNet + Diff-Tuning | Convergence Steps6,300 | 2 | 4d ago | |
| Edge | ControlNet + Diff-Tuning | Sudden Convergence Steps5,300 | 2 | 4d ago | |
| Depth Map | ControlNet + Diff-Tuning | Sudden Convergence Steps8.8 | 2 | 4d ago | |
| Normal Map | ControlNet | Sudden Convergence Steps10.3 | 2 | 4d ago | |
| Sketch | ControlNet + Diff-Tuning | Sudden Convergence Steps3.2 | 2 | 4d ago |
