FastMRI
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
fastMRI knee 4x acceleration single coil (val)
32.76PSNR
18
fastMRI Brain (test)
0.973SSIM
18
fastMRI knee Radial pattern (test)
36.23PSNR
17
fastMRI T2-8x
34.96PSNR
17
fastMRI T1-8x
36.2PSNR
17
fastMRI+ (test)
0.128NRMSE
16
fastMRI Cartesian (test)
28.84PSNR
14
FastMRI (test)
32.54PSNR
14
fastMRI Knee Single-Coil PDFS
66.3SSIM
12
fastMRI FLAIR (out-of-domain)
45.64PSNR
12
fastMRI T2w (in-domain)
48.42PSNR
12
fastMRI Coronal PD
35.57PSNR
12
FastMRI (test)
10.71FID
12
FastMRI single-coil knee (test)
55.6PSNR
12
fastMRI T2-4x
38.2PSNR
11
fastMRI FLAIR contrast 8x acceleration
32.54PSNR
10
fastMRI FLAIR contrast, 4x acceleration
35.39PSNR
10
fastMRI T2 contrast, 4x acceleration
37.64PSNR
10
fastMRI T1 contrast 4x acceleration
39.41PSNR
10
fastMRI
26.2PSNR
10
fastMRI PDFS
34.53PSNR
10
fastMRI PD
35.4PSNR
10
fastMRI knee multi-coil x8 (test)
89.51SSIM
10
FastMRI knee single-coil (test)
30.43PSNR
10
fastMRI brain Accel. = 12x
33.11PSNR
9