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ResearchFormerly WizWand

MRI Reconstruction

Benchmarks

DatasetSOTA methodMetricTrendResultsLast updated

HCP (Human Connectome Project) (test)

0.96Average RMSE

75

Jun 17, 2026

fastMRI 8X acceleration (test)

0.955SSIM

43

May 13, 2026

CMRxRecon 2024 (test)

45.11PSNR

42

Jul 7, 2026

fastMRI 4X acceleration (test)

38.45PSNR

42

May 13, 2026

fastMRI Knee (test)

93SSIM

36

Jun 2, 2026

37.16PSNR

35

Jun 16, 2026

Gated cardiac MRI data

39.18PSNR (dB)

32

Jul 7, 2026

fastMRI knee (val)

89.34Avg SSIM

29

Jul 3, 2026

FastMRI Brain T1 (test)

37.16PSNR

28

Jun 16, 2026

FastMRI Brain T2 (test)

37.12PSNR

28

Jun 16, 2026

fastMRI Brain v1.0 (test)

E2E VarNet with QR-based uncertainty estimation module

0.98SSIM

25

Feb 26, 2026

FastMRI Knee (OOD)

80.61SSIM

24

Apr 27, 2026

FastMRI Brain (OOD)

82.09SSIM

24

Apr 27, 2026

IXI PD contrast (test)

39.4PSNR

24

Apr 28, 2026

IXI T1 contrast (test)

42.3PSNR

24

Apr 28, 2026

brain AXT1 (test)

Learned Trajectory

33.06PSNR

24

Feb 26, 2026

fastMRI Multi-coil Brain (test)

100SSIM

22

Feb 26, 2026

CC359 brain 2004 (test)

36.69PSNR

20

May 22, 2026

fastMRI knee 2018 (test)

34.65PSNR

20

May 22, 2026

HCP (Human Connectome Project) single-coil T1-weighted (test)

0.9RMSE

20

Mar 17, 2026

fastMRI Brain (val)

38.463PSNR

20

Feb 26, 2026

fastMRI knee 8x acceleration single-coil (val)

31.21PSNR

18

Mar 4, 2026

fastMRI knee 4x acceleration single coil (val)

32.76PSNR

18

Mar 4, 2026

fastMRI Brain (test)

0.973SSIM

18

Jun 1, 2026

CycMit-MRI + AT

36.57PSNR

17

Jun 16, 2026