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ResearchFormerly WizWand

Motion Deblurring on CelebA 256 x 256

29.87PSNRRobust-GD
11.909216.572121.23525.8979May 10, 2026
Updated 5mo ago

Evaluation results

MethodLinks
Robust-GDrho (contamination fraction)=0.02, sigma (Gaussian noise level)=0.05, Problem type=Linear IPs2026.0529.8780.10.11681.8
Robust-GDrho (contamination fraction)=0.10, sigma (Gaussian noise level)=0.05, Problem type=Linear IPs2026.0529.4478.90.12384.79
Robust-CGrho (contamination fraction)=0.02, sigma (Gaussian noise level)=0.05, Problem type=Linear IPs2026.0529.2779.30.13687.09
Robust-CGrho (contamination fraction)=0.10, sigma (Gaussian noise level)=0.05, Problem type=Linear IPs2026.0528.9177.70.14491.22
RED-diffrho (contamination fraction)=0.02, sigma (Gaussian noise level)=0.05, Problem type=Linear IPs2026.0524.857.30.381150.3
DAPSrho (contamination fraction)=0.02, sigma (Gaussian noise level)=0.05, Problem type=Linear IPs2026.0523.7462.10.3363.44
DPSrho (contamination fraction)=0.02, sigma (Gaussian noise level)=0.05, Problem type=Linear IPs2026.0523.4463.30.18268.37
DCPSrho (contamination fraction)=0.02, sigma (Gaussian noise level)=0.05, Problem type=Linear IPs2026.0521.6558.50.351148.53
DPSrho (contamination fraction)=0.10, sigma (Gaussian noise level)=0.05, Problem type=Linear IPs2026.0520.959.60.20868.96
DiffPIRrho (contamination fraction)=0.02, sigma (Gaussian noise level)=0.05, Problem type=Linear IPs2026.0520.4836.20.608274.28
RED-diffrho (contamination fraction)=0.10, sigma (Gaussian noise level)=0.05, Problem type=Linear IPs2026.0517.3631.10.836303.61
DiffPIRrho (contamination fraction)=0.10, sigma (Gaussian noise level)=0.05, Problem type=Linear IPs2026.0517.1125.90.712340.27
DAPSrho (contamination fraction)=0.10, sigma (Gaussian noise level)=0.05, Problem type=Linear IPs2026.0514.9933.10.718292.81
DCPSrho (contamination fraction)=0.10, sigma (Gaussian noise level)=0.05, Problem type=Linear IPs2026.0512.617.40.927338.22