Image Inpainting on CelebA 256 x 256
31.2PSNRRobust-CG
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Robust-CGρ (contamination fraction)=0.02, σ (noise level)=0.05, Inpainting mask ratio (random 70%)=random 70%2026.05 | 31.2 | 85.5 | 0.071 | 51.42 | |
| DCPSρ (contamination fraction)=0.02, σ (noise level)=0.05, Inpainting mask ratio (random 70%)=random 70%2026.05 | 30.7 | 86.5 | 0.103 | 68.34 | |
| Robust-GDρ (contamination fraction)=0.02, σ (noise level)=0.05, Inpainting mask ratio (random 70%)=random 70%2026.05 | 30.47 | 81.8 | 0.089 | 62.62 | |
| Robust-CGρ (contamination fraction)=0.10, σ (noise level)=0.05, Inpainting mask ratio (random 70%)=random 70%2026.05 | 29.74 | 80.9 | 0.093 | 58.48 | |
| DPSρ (contamination fraction)=0.02, σ (noise level)=0.05, Inpainting mask ratio (random 70%)=random 70%2026.05 | 26.68 | 74.8 | 0.148 | 63.49 | |
| DiffPIRρ (contamination fraction)=0.02, σ (noise level)=0.05, Inpainting mask ratio (random 70%)=random 70%2026.05 | 25.83 | 69.5 | 0.316 | 150.54 | |
| DAPSρ (contamination fraction)=0.02, σ (noise level)=0.05, Inpainting mask ratio (random 70%)=random 70%2026.05 | 25.57 | 69.1 | 0.298 | 195 | |
| RED-diffρ (contamination fraction)=0.02, σ (noise level)=0.05, Inpainting mask ratio (random 70%)=random 70%2026.05 | 24.69 | 65.6 | 0.392 | 152.93 | |
| DCPSρ (contamination fraction)=0.10, σ (noise level)=0.05, Inpainting mask ratio (random 70%)=random 70%2026.05 | 24.26 | 80.7 | 0.136 | 78.22 | |
| Robust-GDρ (contamination fraction)=0.10, σ (noise level)=0.05, Inpainting mask ratio (random 70%)=random 70%2026.05 | 23.28 | 57.5 | 0.374 | 169.96 | |
| DPSρ (contamination fraction)=0.10, σ (noise level)=0.05, Inpainting mask ratio (random 70%)=random 70%2026.05 | 22.29 | 67.9 | 0.185 | 68.02 | |
| RED-diffρ (contamination fraction)=0.10, σ (noise level)=0.05, Inpainting mask ratio (random 70%)=random 70%2026.05 | 19.86 | 43.9 | 0.623 | 182.13 | |
| DiffPIRρ (contamination fraction)=0.10, σ (noise level)=0.05, Inpainting mask ratio (random 70%)=random 70%2026.05 | 19.72 | 43.8 | 0.599 | 191.35 | |
| DAPSρ (contamination fraction)=0.10, σ (noise level)=0.05, Inpainting mask ratio (random 70%)=random 70%2026.05 | 19.15 | 43.7 | 0.596 | 261.25 |