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ResearchFormerly WizWand

Compressive Sensing Recovery on BSD68

41.14PSNRSIB-ACS
22.399227.264632.1336.9954Jun 7, 2021Jan 22, 2022Sep 9, 2022Apr 27, 2023Dec 13, 2023Jul 30, 2024Mar 17, 2025
Updated 8mo ago

Evaluation results

MethodLinks
SIB-ACSSampling Type=Adaptive, Sampling Ratio (SR)=0.502025.0341.140.9779
SIB-ACSSampling Type=Adaptive, Sampling Ratio (SR)=Average2025.0335.830.932
PnP (AR)CS Ratio=50%2021.0634.92—
RED (denoising)CS Ratio=50%2021.0634.39—
PnP (denoising)CS Ratio=50%2021.0634.35—
SIB-ACSSampling Type=Adaptive, Sampling Ratio (SR)=0.252025.0334.350.9312
ISTA-Net+CS Ratio=50%2021.0634.01—
ISTA-NetCS Ratio=50%2021.0633.61—
PnP (AR)CS Ratio=40%2021.0633.18—
PnP (denoising)CS Ratio=40%2021.0632.29—
RED (denoising)CS Ratio=40%2021.0632.25—
ISTA-Net+CS Ratio=40%2021.0632.21—
TVCS Ratio=50%2021.0631.98—
ISTA-NetCS Ratio=40%2021.0631.85—
PnP (AR)CS Ratio=30%2021.0631.33—
ISTA-Net+CS Ratio=30%2021.0630.34—
PnP (denoising)CS Ratio=30%2021.0630.31—
TVCS Ratio=40%2021.0630.27—
RED (denoising)CS Ratio=30%2021.0630.2—
ISTA-NetCS Ratio=30%2021.0629.93—
ReconNetCS Ratio=50%2021.0629.86—
SIB-ACSSampling Type=Adaptive, Sampling Ratio (SR)=0.102025.0329.540.8401
Uformer-ICSSampling Type=Adaptive, Sampling Ratio (SR)=0.102025.0329.360.8073
ReconNetCS Ratio=40%2021.0629.08—
TVCS Ratio=30%2021.0628.61—
CASNetSampling Type=Adaptive, Sampling Ratio (SR)=0.102025.0328.410.8227
AMS-NetSampling Type=Adaptive, Sampling Ratio (SR)=0.102025.0328.410.823
SDACS Ratio=50%2021.0628.35—
OCTUFSampling Type=Uniform, Sampling Ratio (SR)=0.102025.0328.280.8177
NesTD-NetSampling Type=Uniform, Sampling Ratio (SR)=0.102025.0328.280.8231
FSOINetSampling Type=Uniform, Sampling Ratio (SR)=0.102025.0328.270.8187
DGUNet+Sampling Type=Uniform, Sampling Ratio (SR)=0.102025.0328.130.8165
UFC-NetSampling Type=Uniform, Sampling Ratio (SR)=0.102025.0327.950.8086
AMP-Net-9-BMSampling Type=Uniform, Sampling Ratio (SR)=0.102025.0327.860.7926
TransCSSampling Type=Uniform, Sampling Ratio (SR)=0.102025.0327.860.8086
LTWISTSampling Type=Uniform, Sampling Ratio (SR)=0.102025.0327.850.8082
HB-NetSampling Type=Adaptive, Sampling Ratio (SR)=0.102025.0327.750.7978
ReconNetCS Ratio=30%2021.0627.53—
SDACS Ratio=40%2021.0627.41—
MADUNSampling Type=Uniform, Sampling Ratio (SR)=0.102025.0326.830.762
DPC-DUNSampling Type=Uniform, Sampling Ratio (SR)=0.102025.0326.770.7608
PnP (AR)CS Ratio=10%2021.0626.46—
SDACS Ratio=30%2021.0626.38—
ISTA-Net+CS Ratio=10%2021.0625.33—
PnP (denoising)CS Ratio=10%2021.0625.06—
ISTA-NetCS Ratio=10%2021.0625.02—
RED (denoising)CS Ratio=10%2021.0624.97—
TVCS Ratio=10%2021.0624.56—
ReconNetCS Ratio=10%2021.0624.15—
SDACS Ratio=10%2021.0623.12—