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ResearchFormerly WizWand

MRI Super-Resolution on fastMRI Brain T2-weighted (test)

34.26PSNRPhyMRI-SR
26.397628.438830.4832.5212Jul 7, 2026
Updated 3mo ago

Evaluation results

MethodLinks
PhyMRI-SRUpscaling Factor=4x2026.0734.260.962
Pixel-to-GauUpscaling Factor=4x2026.0733.620.96
MS-PRDDiffUpscaling Factor=4x2026.0732.810.942
PhyMRI-SRUpscaling Factor=5x2026.0732.20.946
SS-PRDDiffUpscaling Factor=4x2026.0732.190.937
DiffMSRUpscaling Factor=4x2026.0732.150.932
DisC-DiffUpscaling Factor=4x2026.0731.990.928
MS-PRDDiffUpscaling Factor=5x2026.0731.90.914
ScASSRUpscaling Factor=4x2026.0731.840.925
SA-INRUpscaling Factor=4x2026.0731.690.924
McMRSRUpscaling Factor=4x2026.0731.620.924
ArSSRUpscaling Factor=4x2026.0731.560.922
SR3Upscaling Factor=4x2026.0731.50.927
SwinIRUpscaling Factor=4x2026.0731.470.924
Pixel-to-GauUpscaling Factor=5x2026.0731.420.904
SS-PRDDiffUpscaling Factor=5x2026.0731.240.907
DiffMSRUpscaling Factor=5x2026.0730.920.906
DiracDiffUpscaling Factor=4x2026.0730.880.923
DisC-DiffUpscaling Factor=5x2026.0730.750.904
R2D2+Upscaling Factor=4x2026.0730.650.924
R2D2+Upscaling Factor=5x2026.0730.590.898
ScASSRUpscaling Factor=5x2026.0730.560.904
McMRSRUpscaling Factor=5x2026.0730.280.902
SA-INRUpscaling Factor=5x2026.0730.240.901
MetaSRUpscaling Factor=4x2026.0730.210.921
Score-MRIUpscaling Factor=5x2026.0730.120.899
SR3Upscaling Factor=5x2026.0730.120.899
PhyMRI-SRUpscaling Factor=6.4x2026.0730.060.917
ArSSRUpscaling Factor=5x2026.0730.040.9
Score-MRIUpscaling Factor=4x2026.0730.020.921
DiracDiffUpscaling Factor=5x2026.0730.020.883
MS-PRDDiffUpscaling Factor=6.4x2026.0729.80.905
MetaSRUpscaling Factor=5x2026.0729.560.887
SwinIRUpscaling Factor=5x2026.0729.410.885
SS-PRDDiffUpscaling Factor=6.4x2026.0729.360.897
DiracDiffUpscaling Factor=6.4x2026.0729.310.867
DiffMSRUpscaling Factor=6.4x2026.0729.150.897
Pixel-to-GauUpscaling Factor=6.4x2026.0729.090.899
DisC-DiffUpscaling Factor=6.4x2026.0728.90.896
McMRSRUpscaling Factor=6.4x2026.0728.720.894
ScASSRUpscaling Factor=6.4x2026.0728.650.895
SR3Upscaling Factor=6.4x2026.0728.420.883
SA-INRUpscaling Factor=6.4x2026.0728.410.892
ArSSRUpscaling Factor=6.4x2026.0728.050.89
MetaSRUpscaling Factor=6.4x2026.0727.480.886
R2D2+Upscaling Factor=6.4x2026.0727.290.865
SwinIRUpscaling Factor=6.4x2026.0727.210.867
Score-MRIUpscaling Factor=6.4x2026.0726.70.857