Nonlinear deblurring on CelebA 256 x 256
28.25PSNRRobust-GD
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Robust-GDContamination fraction (ρ)=0.02, Gaussian noise level (σ)=0.052026.05 | 28.25 | 76.6 | 0.136 | 68.55 | |
| Robust-GDContamination fraction (ρ)=0.10, Gaussian noise level (σ)=0.052026.05 | 27.06 | 71.1 | 0.156 | 80.23 | |
| Robust-CGContamination fraction (ρ)=0.02, Gaussian noise level (σ)=0.052026.05 | 26.89 | 73.3 | 0.192 | 85.3 | |
| Robust-CGContamination fraction (ρ)=0.10, Gaussian noise level (σ)=0.052026.05 | 26.8 | 72.8 | 0.188 | 89.73 | |
| DPSContamination fraction (ρ)=0.02, Gaussian noise level (σ)=0.052026.05 | 23.42 | 63.2 | 0.203 | 69.71 | |
| RED-diffContamination fraction (ρ)=0.02, Gaussian noise level (σ)=0.052026.05 | 22.49 | 49 | 0.568 | 169.33 | |
| DPSContamination fraction (ρ)=0.10, Gaussian noise level (σ)=0.052026.05 | 21.26 | 60.9 | 0.211 | 70.11 | |
| DAPSContamination fraction (ρ)=0.02, Gaussian noise level (σ)=0.052026.05 | 20.9 | 42.8 | 0.658 | 237.47 | |
| RED-diffContamination fraction (ρ)=0.10, Gaussian noise level (σ)=0.052026.05 | 16.37 | 27.4 | 0.922 | 288.09 | |
| DAPSContamination fraction (ρ)=0.10, Gaussian noise level (σ)=0.052026.05 | 15.89 | 23.2 | 1.036 | 439.06 |