Super-resolution on CelebA 256 x 256
29.67PSNRRobust-CG
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| Robust-CGρ (contamination fraction)=0.02, σ (noise level)=0.05, Scale (4x)=4x2026.05 | 29.67 | 0.831 | 0.125 | 64.04 | |
| Robust-GDρ (contamination fraction)=0.02, σ (noise level)=0.05, Scale (4x)=4x2026.05 | 29.41 | 0.803 | 0.145 | 72.29 | |
| Robust-CGρ (contamination fraction)=0.10, σ (noise level)=0.05, Scale (4x)=4x2026.05 | 28.96 | 0.819 | 0.129 | 67.41 | |
| Robust-GDρ (contamination fraction)=0.10, σ (noise level)=0.05, Scale (4x)=4x2026.05 | 26.52 | 0.716 | 0.264 | 110.21 | |
| DPSρ (contamination fraction)=0.02, σ (noise level)=0.05, Scale (4x)=4x2026.05 | 23.99 | 0.655 | 0.184 | 66.96 | |
| DAPSρ (contamination fraction)=0.02, σ (noise level)=0.05, Scale (4x)=4x2026.05 | 22.51 | 0.685 | 0.403 | 236.29 | |
| RED-diffρ (contamination fraction)=0.02, σ (noise level)=0.05, Scale (4x)=4x2026.05 | 22.23 | 0.679 | 0.472 | 192.54 | |
| DPSρ (contamination fraction)=0.10, σ (noise level)=0.05, Scale (4x)=4x2026.05 | 20.95 | 0.607 | 0.217 | 70.76 | |
| DiffPIRρ (contamination fraction)=0.02, σ (noise level)=0.05, Scale (4x)=4x2026.05 | 20.75 | 0.561 | 0.486 | 239.75 | |
| DCPSρ (contamination fraction)=0.02, σ (noise level)=0.05, Scale (4x)=4x2026.05 | 20.64 | 0.591 | 0.37 | 193.03 | |
| DAPSρ (contamination fraction)=0.10, σ (noise level)=0.05, Scale (4x)=4x2026.05 | 16.63 | 0.428 | 0.582 | 333.06 | |
| RED-diffρ (contamination fraction)=0.10, σ (noise level)=0.05, Scale (4x)=4x2026.05 | 16.1 | 0.449 | 0.639 | 264.86 | |
| DCPSρ (contamination fraction)=0.10, σ (noise level)=0.05, Scale (4x)=4x2026.05 | 15.74 | 0.371 | 0.578 | 317.65 | |
| DiffPIRρ (contamination fraction)=0.10, σ (noise level)=0.05, Scale (4x)=4x2026.05 | 14.76 | 0.29 | 0.671 | 328.01 |