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ResearchFormerly WizWand

Super-resolution on CelebA 256 x 256

29.67PSNRRobust-CG
14.163618.189322.21526.2407May 10, 2026
Updated 5mo ago

Evaluation results

MethodLinks
Robust-CGρ (contamination fraction)=0.02, σ (noise level)=0.05, Scale (4x)=4x2026.0529.670.8310.12564.04
Robust-GDρ (contamination fraction)=0.02, σ (noise level)=0.05, Scale (4x)=4x2026.0529.410.8030.14572.29
Robust-CGρ (contamination fraction)=0.10, σ (noise level)=0.05, Scale (4x)=4x2026.0528.960.8190.12967.41
Robust-GDρ (contamination fraction)=0.10, σ (noise level)=0.05, Scale (4x)=4x2026.0526.520.7160.264110.21
DPSρ (contamination fraction)=0.02, σ (noise level)=0.05, Scale (4x)=4x2026.0523.990.6550.18466.96
DAPSρ (contamination fraction)=0.02, σ (noise level)=0.05, Scale (4x)=4x2026.0522.510.6850.403236.29
RED-diffρ (contamination fraction)=0.02, σ (noise level)=0.05, Scale (4x)=4x2026.0522.230.6790.472192.54
DPSρ (contamination fraction)=0.10, σ (noise level)=0.05, Scale (4x)=4x2026.0520.950.6070.21770.76
DiffPIRρ (contamination fraction)=0.02, σ (noise level)=0.05, Scale (4x)=4x2026.0520.750.5610.486239.75
DCPSρ (contamination fraction)=0.02, σ (noise level)=0.05, Scale (4x)=4x2026.0520.640.5910.37193.03
DAPSρ (contamination fraction)=0.10, σ (noise level)=0.05, Scale (4x)=4x2026.0516.630.4280.582333.06
RED-diffρ (contamination fraction)=0.10, σ (noise level)=0.05, Scale (4x)=4x2026.0516.10.4490.639264.86
DCPSρ (contamination fraction)=0.10, σ (noise level)=0.05, Scale (4x)=4x2026.0515.740.3710.578317.65
DiffPIRρ (contamination fraction)=0.10, σ (noise level)=0.05, Scale (4x)=4x2026.0514.760.290.671328.01