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ResearchFormerly WizWand

MRI Reconstruction on fastMRI 8X acceleration (test)

0.955SSIMCARE
0.468280.594640.7210.84736Jun 16, 2021Apr 10, 2022Feb 3, 2023Nov 28, 2023Sep 22, 2024Jul 17, 2025May 12, 2026
Updated 5mo ago

Evaluation results

MethodLinks
CARE2026.030.955—
AIRS Medical2026.030.952—
ATB (Joint-ICNet)2026.030.944—
Neurospin (XPDNet)2026.030.942—
OptDiffSteps=1002026.050.92435.31
OptDiffSteps=1002026.050.92134.93
OptDiffSteps=100, Time (s)=8.58 ± 0.592026.050.92134.93
OptDiffSteps=202026.050.90333.23
OptDiffSteps=20, Time (s)=1.87 ± 0.602026.050.90333.23
OptDiffSteps=202026.050.89833.07
DDSSteps=1002026.050.86928.3
RED-diffSteps=1002026.050.8431.92
RED-diffSteps=100, Time (s)=8.37 ± 0.752026.050.8431.92
RED-diffSteps=1002026.050.83131.21
DDSSteps=1002026.050.82828.92
DDSSteps=100, Time (s)=22.46 ± 8.652026.050.82828.92
RED-diffSteps=202026.050.82529.43
RED-diffSteps=20, Time (s)=1.84 ± 0.552026.050.82529.43
DAPSSteps=202026.050.80629.85
DAPSSteps=20, Time (s)=1.97 ± 0.562026.050.80629.85
RED-diffSteps=202026.050.80228.11
DDSSteps=202026.050.824.39
DAPSSteps=202026.050.78228.65
DAPSSteps=1002026.050.77131.38
DAPSSteps=100, Time (s)=9.68 ± 0.712026.050.77131.38
DDSSteps=202026.050.76525.42
DDSSteps=20, Time (s)=6.59 ± 0.712026.050.76525.42
DPSSteps=100, Time (s)=16.72 ± 0.542026.050.75530.8
DAPSSteps=1002026.050.73829.31
Pi-GDMSteps=1002026.050.73428.88
Pi-GDMSteps=100, Time (s)=19.27 ± 0.552026.050.73428.88
Pi-GDMSteps=1002026.050.70828.03
Pi-GDMSteps=202026.050.70728.04
Pi-GDMSteps=20, Time (s)=3.96 ± 0.552026.050.70728.04
Pi-GDMSteps=202026.050.68527.25
DPSSteps=20, Time (s)=3.45 ± 0.552026.050.68227.36
OUCRParam=1.192 M2021.060.663430.59
PC-RNNParam=1.482 M2021.060.658530.17
D5C5Param=2.237 M2021.060.645729.65
Kin-netParam=7.951 M2021.060.645629.86
UNetParam=8.634 M2021.060.642429.78
KIKI-NetParam=1.790 M2021.060.635529.27
CS2021.060.48726.99