Image Reconstruction on fastMRI Knee Val 8x

Metric: NMSE (lower is better)

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#	Model↕	NMSE▲	Extra Data	Paper	Date↕	Code
1	PromptMR	0.008	No	Fill the K-Space and Refine the Image: Prompting...	2023-09-25	Code
2	HUMUS-Net-L	0.0086	No	HUMUS-Net: Hybrid unrolled multi-scale network a...	2022-03-15	Code
3	E2E-VarNet (train+val)	0.0087	Yes	End-to-End Variational Networks for Accelerated ...	2020-04-14	Code
4	HUMUS-Net	0.009	No	HUMUS-Net: Hybrid unrolled multi-scale network a...	2022-03-15	Code

#1PromptMRSOTA
0.008
NMSE· 2023-09-25
Fill the K-Space and Refine the Image: Prompting for Dynamic and Multi-Contrast MRI Reconstruction Code
#2HUMUS-Net-LSOTA
0.0086
NMSE· 2022-03-15
HUMUS-Net: Hybrid unrolled multi-scale network architecture for accelerated MRI reconstruction Code
#3E2E-VarNet (train+val)SOTA
0.0087
NMSE· Extra Data· 2020-04-14
End-to-End Variational Networks for Accelerated MRI Reconstruction Code
#4HUMUS-Net
0.009
NMSE· 2022-03-15
HUMUS-Net: Hybrid unrolled multi-scale network architecture for accelerated MRI reconstruction Code