MRI
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
T1-weighted MRI
90.1Score (1.0-1.5 mm^3)
5
MRI x6 Accel., 10 dB SNR (test)
27.39PSNR
5
MRI 8x Accel., 40 dB SNR (test)
28.74PSNR
5
MRI (train)
3Training Duration (days)
4
MRI
28.71PSNR
4
MRI Randomly-spaced push-broom mask (test)
23.72PSNR
4
mRI (S2 (subject-wise split))
109.865MPJPE (mm)
4
mRI S1 (random split)
66.045MPJPE (mm)
4
MRI Single-mask
31.51PSNR
4
mRi (subject-wise split)
92Recall@1
4
mRi (subject-wise split)
94R@1
4
MRI Internal independent (test)
85Accuracy
4
MRI Evenly-spaced push-broom mask (test)
28.37PSNR
3
mRI S2P1
99.83MPJPE (mm)
3
mRI S1P2
38.26MPJPE (mm)
3
mRI S1P1
52.7MPJPE (mm)
3
MRI real
32.4PSNR (dB)
2