MRI Reconstruction on FastMRI Brain T1 (test)
37.16PSNRNS-SSL
Evaluation results
| Method | Links | ||
|---|---|---|---|
| NS-SSLSampling Mask=Variable Density Mask, Acceleration Factor=4x2026.06 | 37.16 | 92.84 | |
| NS-SSLSampling Mask=Uniform Mask, Acceleration Factor=4x2026.06 | 37.04 | 92.65 | |
| SSDU*Sampling Mask=Variable Density Mask, Acceleration Factor=4x, Stopping Criteria=peak PSNR2026.06 | 36.32 | 91.6 | |
| SSDU*Sampling Mask=Uniform Mask, Acceleration Factor=4x, Stopping Criteria=peak PSNR2026.06 | 36.27 | 91.16 | |
| ZS-SSLSampling Mask=Uniform Mask, Acceleration Factor=4x2026.06 | 36.03 | 90.85 | |
| ZS-SSLSampling Mask=Variable Density Mask, Acceleration Factor=4x2026.06 | 35.87 | 89.76 | |
| SSDU-100Sampling Mask=Uniform Mask, Acceleration Factor=4x, Stopping Criteria=100 epochs2026.06 | 35.51 | 87.75 | |
| AeSPa*Sampling Mask=Variable Density Mask, Acceleration Factor=4x, Stopping Criteria=peak PSNR2026.06 | 35.23 | 84.71 | |
| AeSPa*Sampling Mask=Uniform Mask, Acceleration Factor=4x, Stopping Criteria=peak PSNR2026.06 | 34.74 | 83.74 | |
| NS-SSLSampling Mask=Variable Density Mask, Acceleration Factor=8x2026.06 | 33.66 | 89.64 | |
| SSDU-100Sampling Mask=Variable Density Mask, Acceleration Factor=4x, Stopping Criteria=100 epochs2026.06 | 33.53 | 82.53 | |
| AeSPa-1000Sampling Mask=Variable Density Mask, Acceleration Factor=4x, Stopping Criteria=1000 epochs2026.06 | 33.21 | 82.41 | |
| SSDU*Sampling Mask=Variable Density Mask, Acceleration Factor=8x, Stopping Criteria=peak PSNR2026.06 | 33.15 | 88.52 | |
| L1-ESPIRiTSampling Mask=Variable Density Mask, Acceleration Factor=4x2026.06 | 32.98 | 82.64 | |
| SSDU-100Sampling Mask=Variable Density Mask, Acceleration Factor=8x, Stopping Criteria=100 epochs2026.06 | 32.97 | 87.48 | |
| AeSPa-1000Sampling Mask=Uniform Mask, Acceleration Factor=4x, Stopping Criteria=1000 epochs2026.06 | 32.84 | 79.19 | |
| ZS-SSLSampling Mask=Variable Density Mask, Acceleration Factor=8x2026.06 | 32.51 | 87.74 | |
| L1-ESPIRiTSampling Mask=Uniform Mask, Acceleration Factor=4x2026.06 | 31.69 | 81.63 | |
| AeSPa*Sampling Mask=Variable Density Mask, Acceleration Factor=8x, Stopping Criteria=peak PSNR2026.06 | 31.39 | 78.72 | |
| SSDU*Sampling Mask=Uniform Mask, Acceleration Factor=8x, Stopping Criteria=peak PSNR2026.06 | 29.47 | 81.77 | |
| NS-SSLSampling Mask=Uniform Mask, Acceleration Factor=8x2026.06 | 29.46 | 83.07 | |
| SSDU-100Sampling Mask=Uniform Mask, Acceleration Factor=8x, Stopping Criteria=100 epochs2026.06 | 29.34 | 80.96 | |
| AeSPa-1000Sampling Mask=Variable Density Mask, Acceleration Factor=8x, Stopping Criteria=1000 epochs2026.06 | 29.04 | 78.57 | |
| AeSPa*Sampling Mask=Uniform Mask, Acceleration Factor=8x, Stopping Criteria=peak PSNR2026.06 | 28.05 | 73.91 | |
| ZS-SSLSampling Mask=Uniform Mask, Acceleration Factor=8x2026.06 | 27.2 | 72.61 | |
| L1-ESPIRiTSampling Mask=Variable Density Mask, Acceleration Factor=8x2026.06 | 26.57 | 75.84 | |
| AeSPa-1000Sampling Mask=Uniform Mask, Acceleration Factor=8x, Stopping Criteria=1000 epochs2026.06 | 26.56 | 74.65 | |
| L1-ESPIRiTSampling Mask=Uniform Mask, Acceleration Factor=8x2026.06 | 23.4 | 68.15 |