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Papers Benchmarks Datasets Tasks

MRI Reconstruction research benchmarks – Page 3 · SOTA2 Research

MRI Reconstruction

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

IXI 4x acceleration

54.23PSNR

12

Feb 26, 2026

Knee MRI (test)

37.15PSNR

12

Feb 26, 2026

MRBrainS (test)

40.03PSNR

12

Feb 26, 2026

32.51PSNR

12

Feb 26, 2026

FastMRI single-coil knee (test)

55.6PSNR

12

Feb 26, 2026

Brain MRI 100/5x Acceleration ADMM-Net

36.65PSNR

11

Apr 15, 2026

Brain MRI 100/10x Acceleration ADMM-Net

39.23PSNR

11

Apr 15, 2026

Brain MRI 100/15x Acceleration ADMM-Net

41.01PSNR

11

Apr 15, 2026

38.2PSNR

11

Feb 26, 2026

UCSF 0.55T T2-FLAIR (test)

32.65PSNR

10

Jun 2, 2026

fastMRI FLAIR contrast 8x acceleration

DMSM (Fully supervised)

32.54PSNR

10

Apr 28, 2026

fastMRI FLAIR contrast, 4x acceleration

DMSM (Fully supervised)

35.39PSNR

10

Apr 28, 2026

fastMRI T2 contrast, 4x acceleration

DMSM (Fully supervised)

37.64PSNR

10

Apr 28, 2026

fastMRI T1 contrast 4x acceleration

DMSM (Fully supervised)

39.41PSNR

10

Apr 28, 2026

DMSM (Fully supervised)

39.15PSNR

10

Apr 28, 2026

34.53PSNR

10

Mar 9, 2026

35.4PSNR

10

Mar 9, 2026

FastMRI knee single-coil (test)

30.43PSNR

10

Feb 26, 2026

fastMRI brain Accel. = 12x

33.11PSNR

9

Jun 16, 2026

fastMRI brain Accel. = 8x

35.34PSNR

9

Jun 16, 2026

38.16PSNR

9

Apr 16, 2026

IXI T1 4x 0.08c (middle 10 slices)

32.37PSNR

9

Feb 26, 2026

IXI T1 8x 0.04c (middle 10 slices)

27.5PSNR

9

Feb 26, 2026

CMRxRecon Simulated Motion binned (test)

34.67PSNR (dB)

8

Jul 7, 2026

CMRxRecon Simulated Arrhythmia binned (test)

37.86PSNR

8

Jul 7, 2026

Page 3 of 8

Popular datasets

FastMRI CMRxRecon IXI MRI Brain MRI

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