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ResearchFormerly WizWand

MRI Reconstruction on fastMRI 4X acceleration (test)

38.45PSNROptDiff
17.9123.242528.57533.9075Jun 16, 2021Apr 10, 2022Feb 3, 2023Nov 28, 2023Sep 22, 2024Jul 17, 2025May 12, 2026
Updated 5mo ago

Evaluation results

MethodLinks
OptDiffSteps=1002026.0538.450.948
OptDiffSteps=202026.0537.190.943
RED-diffSteps=1002026.0536.790.872
DAPSSteps=1002026.0534.320.875
DDSSteps=1002026.0533.720.93
RED-diffSteps=202026.0533.240.87
DAPSSteps=202026.0533.020.889
OUCRParam=1.192 M2021.0632.610.7354
SupNoise Level (sigma)=02021.1132.5—
PC-RNNParam=1.482 M2021.0632.370.7281
D5C5Param=2.237 M2021.0632.250.7256
SupNoise Level (sigma)=0.012021.1132.2—
Kin-netParam=7.951 M2021.0632.060.7228
UNetParam=8.634 M2021.0631.880.7142
KIKI-NetParam=1.790 M2021.0631.870.7172
EINoise Level (sigma)=02021.1131—
REINoise Level (sigma)=02021.1131—
REI_oracleNoise Level (sigma)=02021.1131—
REINoise Level (sigma)=0.012021.1130.8—
REI_oracleNoise Level (sigma)=0.012021.1130.8—
SupNoise Level (sigma)=0.052021.1130.8—
Pi-GDMSteps=1002026.0530.690.753
EINoise Level (sigma)=0.012021.1130.6—
DDSSteps=202026.0530.270.901
SupNoise Level (sigma)=0.12021.1129.8—
Pi-GDMSteps=202026.0529.630.739
REI_oracleNoise Level (sigma)=0.052021.1129.6—
CS2021.0629.540.5736
REINoise Level (sigma)=0.052021.1129—
REI_oracleNoise Level (sigma)=0.12021.1128.9—
SupNoise Level (sigma)=0.22021.1128.8—
REINoise Level (sigma)=0.12021.1127.7—
REI_oracleNoise Level (sigma)=0.22021.1127.7—
EINoise Level (sigma)=0.052021.1127.6—
REINoise Level (sigma)=0.22021.1126.9—
A+(y)Noise Level (sigma)=02021.1125.8—
A+(y)Noise Level (sigma)=0.012021.1125.7—
A+(y)Noise Level (sigma)=0.052021.1124.7—
EINoise Level (sigma)=0.12021.1124.1—
A+(y)Noise Level (sigma)=0.12021.1122.6—
EINoise Level (sigma)=0.22021.1119.7—
A+(y)Noise Level (sigma)=0.22021.1118.7—
AIRS Medical2026.03—0.964
ATB (Joint-ICNet)2026.03—0.96
CARE2026.03—0.964
Neurospin (XPDNet)2026.03—0.959