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ResearchFormerly WizWand

Compressive Sensing Image Reconstruction on BSD68 (test)

39.28PSNRSAUNet
18.334423.772229.2134.6478May 29, 2025
Updated 8mo ago

Evaluation results

MethodLinks
SAUNetFlexibility=Single, Compressive Ratio=0.502025.0539.280.9751
ADMM-ProxUnrollFlexibility=Arbitrary, Compressive Ratio=0.502025.0539.230.9761
HQS-ProxUnrollFlexibility=Arbitrary, Compressive Ratio=0.502025.0539.220.976
ADMM-ProxUnrollFlexibility=Arbitrary, Compressive Ratio=0.252025.0533.770.9284
HQS-ProxUnrollFlexibility=Arbitrary, Compressive Ratio=0.252025.0533.760.9282
ADMM-ProxUnrollFlexibility=Arbitrary, Compressive Ratio=0.102025.0529.430.8334
HQS-ProxUnrollFlexibility=Arbitrary, Compressive Ratio=0.102025.0529.420.8332
ADMM-ProxUnrollFlexibility=Arbitrary, Compressive Ratio=0.042025.0526.540.72
HQS-ProxUnrollFlexibility=Arbitrary, Compressive Ratio=0.042025.0526.520.7194
COASTFlexibility=Multiple, Compressive Ratio=0.102025.0526.280.7422
ADMM-ProxUnrollFlexibility=Arbitrary, Compressive Ratio=0.012025.0523.530.5649
HQS-ProxUnrollFlexibility=Arbitrary, Compressive Ratio=0.012025.0523.510.5645
ISTA-Net+Flexibility=Single, Compressive Ratio=0.012025.0519.140.4158