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Multi-coil MRI Reconstruction on fastMRI Brain multi-coil 4x acceleration

98.3SSIMUPMRI
67.175.283.391.4Jan 16, 2025Mar 13, 2025May 8, 2025Jul 3, 2025Aug 28, 2025Oct 23, 2025Dec 19, 2025

Evaluation results

MethodLinks
UPMRITraining Supervision=Unsupervised, NFEs=202025.1298.342.19—
LOUPEReconstructor=E2E-VarNet2025.0197.833.40.104
SUNOReconstructor=E2E-VarNet2025.0197.833.510.102
SeqMRIReconstructor=E2E-VarNet2025.0197.333.010.109
MoDLTraining Supervision=Supervised, NFEs=12025.129739.71—
Uniform RandomReconstructor=E2E-VarNet2025.019732.370.116
EquispacedReconstructor=E2E-VarNet2025.019732.20.118
LFReconstructor=E2E-VarNet2025.0196.430.740.144
SUNOReconstructor=MoDL2025.0196.232.540.117
BASSReconstructor=E2E-VarNet2025.0195.833.350.115
SeqMRIReconstructor=MoDL2025.0195.831.870.122
LFReconstructor=MoDL2025.0195.630.220.154
PnP-FlowTraining Supervision=Supervised, NFEs=1002025.1295.137.92—
VDPDReconstructor=E2E-VarNet2025.0194.632.580.11
R-SSDUTraining Supervision=Self-supervised, NFEs=12025.1294.136.23—
EquispacedReconstructor=MoDL2025.0194.129.930.156
W-SSDUTraining Supervision=Self-supervised, NFEs=12025.1293.936.09—
DDNM+Training Supervision=Supervised, NFEs=1002025.1293.840—
Uniform RandomReconstructor=MoDL2025.0193.829.280.175
LOUPEReconstructor=MoDL2025.0193.132.380.119
BASSReconstructor=MoDL2025.0192.131.920.124
GTF2MTraining Supervision=Unsupervised, NFEs=202025.1291.633.99—
OT-ODETraining Supervision=Supervised, NFEs=1002025.1290.733.95—
SUNOReconstructor=ZS-SSL2025.0190.332.830.111
LOUPEReconstructor=ZS-SSL2025.019032.610.114
ENSURETraining Supervision=Unsupervised, NFEs=12025.1289.932.75—
SeqMRIReconstructor=ZS-SSL2025.0189.732.220.118
VDPDReconstructor=ZS-SSL2025.0189.632.020.123
VDPDReconstructor=MoDL2025.0189.629.770.158
BASSReconstructor=ZS-SSL2025.0189.232.180.119
EquispacedReconstructor=ZS-SSL2025.0189.132.130.12
Uniform RandomReconstructor=ZS-SSL2025.0187.331.830.124
MOITraining Supervision=Unsupervised, NFEs=12025.1286.930.97—
LFReconstructor=ZS-SSL2025.0185.429.140.173
SSDUTraining Supervision=Self-supervised, NFEs=12025.1283.128.13—
Zero-FilledTraining Supervision=None, NFEs=N/A2025.1281.528.28—
REITraining Supervision=Unsupervised, NFEs=12025.1268.321.59—