Categories Companies Research

Loading the SOTA2 catalog…

Explore

Categories Companies Research

Contribute

Join SOTA2 Contact

SOTA2

© 2026 SOTA2

Build in Bellevue, USA

WizWand is now SOTA2 Research

Papers Benchmarks Datasets Tasks

MRI Reconstruction research benchmarks – Page 8 · SOTA2 Research

MRI Reconstruction

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

fastMRI knee Poisson pattern (test)

33.42PSNR (dB)

3

Feb 26, 2026

fastMRI knee Magic pattern (test)

38.94PSNR (dB)

3

Feb 26, 2026

fastMRI knee Random pattern (test)

37.34PSNR (dB)

3

Feb 26, 2026

fastMRI knee Equispaced pattern (test)

37.5PSNR

3

Feb 26, 2026

32.11pSNR

3

Feb 26, 2026

HCP radial, R=6, single-coil (test)

k-space deep learning

42.845PSNR (dB)

3

Feb 26, 2026

Brain MRI Multi SPO sampling (test)

Deep ADMM + TFF

43.75PSNR

3

Feb 26, 2026

Brain MRI Single SPO sampling (test)

Deep ADMM + TFF

42.77PSNR

3

Feb 26, 2026

Brain MRI Variable density sampling (test)

Deep ADMM + TFF

42.24PSNR

3

Feb 26, 2026

fastMRI Knee v1.0 (test)

E2E VarNet with QR-based uncertainty estimation module

0.927SSIM

2

Feb 26, 2026

fastMRI Knee 16x equispaced (val)

29.241PSNR

2

Feb 26, 2026

fastMRI Knee 8x equispaced (val)

33.598PSNR

2

Feb 26, 2026

fastMRI Knee 6x equispaced (val)

35.452PSNR

2

Feb 26, 2026

fastMRI Knee 4x equispaced (val)

38.329PSNR

2

Feb 26, 2026

Stanford 3D Fullysampled FSE Knees (val)

94.53SSIM

2

Feb 26, 2026

Stanford 2D FSE (val)

89.54SSIM

2

Feb 26, 2026

10 image slices (MRI 6×2D sampling mask)

—

—Primary metric

0

Feb 26, 2026

10 image slices (MRI 8×1D sampling mask)

—

—Primary metric

0

Feb 26, 2026

10 image slices MRI 2×1D sampling mask

—

—Primary metric

0

Feb 26, 2026

Page 8 of 8

Popular datasets

FastMRI CMRxRecon IXI MRI Brain MRI

Follow for updates

Join SOTA2 Contact