Table 1:
Methods | Mean ± SD at R=5 | Mean ± SD at R=8 | ||
---|---|---|---|---|
nRMSE (%) | SSIM (%) | nRMSE (%) | SSIM (%) | |
GLR | 13.5 ± 4.3 | 72.5 ± 3.7 | 15.0 ± 3.9 | 63.2 ± 4.5 |
LLR | 12.2 ± 3.5 | 70.4 ± 3.1 | 13.9 ± 3.5 | 59.2 ± 3.3 |
k-t SLR | 9.8 ± 2.4 | 77.5 ± 3.3 | 11.6 ± 2.9 | 70.5 ± 3.6 |
ALOHA | 8.9 ± 2.1 | 80.3 ± 3.5 | 10.9 ± 2.7 | 72.6 ± 3.8 |
U-Net Imaging + T2 Fitting | 6.5 ± 2.0 | 83.5 ± 3.1 | 8.8 ± 2.9 | 76.2 ± 3.2 |
U-Net Mapping | 6.9 ± 1.8 | 82.3 ± 2.8 | 8.5 ± 2.5 | 78.0 ± 2.5 |
MANTIS | 6.1 ± 1.5 | 86.2 ± 1.9 | 7.1 ± 1.8 | 82.1 ± 2.3 |