Image Reconstruction on fastMRI Knee 8x

Metric: SSIM (higher is better)

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#	Model↕	SSIM▼	Extra Data	Paper	Date↕	Code
1	HUMUS-Net (train+val data)	0.8945	Yes	HUMUS-Net: Hybrid unrolled multi-scale network a...	2022-03-15	Code
2	HUMUS-Net (train only)	0.8936	No	HUMUS-Net: Hybrid unrolled multi-scale network a...	2022-03-15	Code
3	End-to-end variational network	0.89	No	End-to-End Variational Networks for Accelerated ...	2020-04-14	Code
4	XPDNet	0.8893	No	XPDNet for MRI Reconstruction: an application to...	2020-10-15	Code

#1HUMUS-Net (train+val data)SOTA
0.8945
SSIM· Extra Data· 2022-03-15
HUMUS-Net: Hybrid unrolled multi-scale network architecture for accelerated MRI reconstruction Code
#2HUMUS-Net (train only)
0.8936
SSIM· 2022-03-15
HUMUS-Net: Hybrid unrolled multi-scale network architecture for accelerated MRI reconstruction Code
#3End-to-end variational networkSOTA
0.89
SSIM· 2020-04-14
End-to-End Variational Networks for Accelerated MRI Reconstruction Code
#4XPDNet
0.8893
SSIM· 2020-10-15
XPDNet for MRI Reconstruction: an application to the 2020 fastMRI challenge Code