Shadow Generation on DESOBA BOS-free v2 (test)
13.201GRMSEOurs
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| OursTraining=Trained on DESOBAV22025.12 | 13.201 | 45.657 | 0.916 | 0.224 | 10.9 | 20.8 | |
| GPSDiffusion2026.03 | 13.809 | 55.616 | 0.917 | 0.166 | 19.7 | 38.4 | |
| VSDiffusion2026.03 | 14.629 | 55.377 | 0.912 | 0.184 | 19.4 | 37.3 | |
| SGDiffusionTraining=Trained on DESOBAV22025.12 | 14.664 | 54.931 | 0.914 | 0.168 | 17.9 | 34.8 | |
| SGDiffusion2026.03 | 15.11 | 55.874 | 0.913 | 0.117 | 23.3 | 45.2 | |
| SGRNet2026.03 | 15.596 | 60.35 | 0.909 | 0.1 | 27.1 | 53.4 | |
| AR-SG2026.03 | 16.067 | 63.713 | 0.908 | 0.104 | 34.9 | 68.2 | |
| ShadowGAN2026.03 | 17.325 | 76.508 | 0.901 | 0.06 | 42.5 | 84.2 | |
| GPSDTraining=Trained on DESOBAV22025.12 | 18.207 | 52.602 | 0.906 | 0.178 | 14.7 | 27.1 | |
| DMASNet2026.03 | 18.725 | 86.694 | 0.913 | 0.055 | 29.7 | 57.4 | |
| ShadowGANTraining=Pretrained on DESOBA2025.12 | 19.146 | 87.149 | 0.903 | 0.052 | 48.3 | 96.1 | |
| Mask-SG2026.03 | 19.338 | 94.327 | 0.906 | 0.044 | 50 | 100 | |
| AR-SGTraining=Pretrained on DESOBA2025.12 | 19.594 | 84.939 | 0.896 | 0.057 | 46.8 | 92.5 | |
| Mask-SGTraining=Pretrained on DESOBA2025.12 | 19.662 | 89.637 | 0.895 | 0.054 | 48.8 | 97.2 | |
| SGRNetTraining=Pretrained on DESOBA2025.12 | 20.883 | 85.841 | 0.894 | 0.056 | 45 | 88.1 |