FastMRI
Benchmarks
TaskDatasetSOTA resultTrendResults
fastMRI brain Accel. = 8x
35.34PSNR
9
fastMRI+ R=12 (test)
0.877ROI SSIM
8
fastMRI+ R=4 (test)
0.948ROI SSIM
8
fastMRI brain (AF=10)
30.91PSNR
8
fastMRI brain AF=6
36.43PSNR
8
fastMRI Radial mask, R=32, FLAIR contrast (test)
23.43PSNR
8
fastMRI Radial mask, R=32, T2 contrast (test)
24.32PSNR
8
fastMRI Radial mask, R=32, T1 contrast (test)
27.16PSNR
8
fastMRI Brain FLAIR sequence, Gaussian-VD, R=32
25.4PSNR
8
fastMRI Brain T2 sequence, Gaussian-VD, R=32
26.36PSNR
8
fastMRI Brain T1 sequence, Gaussian-VD, R=32
29.76PSNR
8
fastMRI FLAIR ES Cartesian-X R=32
21.29PSNR
8
fastMRI T2 ES Cartesian-X R=32
19.63PSNR
8
fastMRI T1 ES Cartesian-X R=32
24.61PSNR
8
fastMRI FLAIR (ES Cartesian-Y, R=32) (test)
20.96PSNR
8
fastMRI T2 (ES Cartesian-Y, R=32) (test)
18.89PSNR
8
fastMRI T1 (ES Cartesian-Y, R=32) (test)
24.11PSNR
8
fastMRI brain Radial, R=32
43Alex Score
8
fastMRI brain Gaussian-VD, R=32
0.39Alex Score
8
fastMRI brain Cartesian-Y, R=32
0.59Alex Score
8
fastMRI brain (Cartesian-X, R=32)
0.53Alex Score
8
fastMRI Coronal PD-FS
32.9PSNR
8
fastMRI Knee (ESC) x16 acceleration
32.14PSNR
8
fastMRI Knee (ESC) x8 acceleration
33.63PSNR
8
fastMRI
33.28PSNR
8