MRI reconstruction on fastMRI Brain (val)
38.463PSNRE2E-VN
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| E2E-VNAcceleration rate=4x, Training data=equispaced 4x brain samples, Pattern=Magic2024.10 | 38.463 | 0.965 | |
| E2E-VNRate=4x2024.10 | 38.294 | 0.959 | |
| NOAcceleration rate=4x, Training data=equispaced 4x brain samples, Pattern=Magic2024.10 | 38.27 | 0.96 | |
| E2E-VNAcceleration rate=4x, Training data=equispaced 4x brain samples, Pattern=Equispaced2024.10 | 38.063 | 0.962 | |
| NOAcceleration rate=4x, Training data=equispaced 4x brain samples, Pattern=Equispaced2024.10 | 37.106 | 0.952 | |
| E2E-VNAcceleration rate=4x, Training data=equispaced 4x brain samples, Pattern=Random2024.10 | 37.025 | 0.957 | |
| NORate=4x2024.10 | 36.851 | 0.952 | |
| NOAcceleration rate=4x, Training data=equispaced 4x brain samples, Pattern=Radial2024.10 | 36.498 | 0.948 | |
| NOAcceleration rate=4x, Training data=equispaced 4x brain samples, Pattern=Random2024.10 | 36.051 | 0.945 | |
| NORate=6x2024.10 | 34.575 | 0.934 | |
| NOAcceleration rate=4x, Training data=equispaced 4x brain samples, Pattern=Poisson2024.10 | 33.936 | 0.924 | |
| E2E-VNRate=6x2024.10 | 33.418 | 0.925 | |
| NOAcceleration rate=4x, Training data=equispaced 4x brain samples, Pattern=Gaussian2024.10 | 32.725 | 0.91 | |
| NORate=8x2024.10 | 32.246 | 0.912 | |
| E2E-VNRate=8x2024.10 | 28.827 | 0.856 | |
| NORate=16x2024.10 | 27.561 | 0.836 | |
| E2E-VNAcceleration rate=4x, Training data=equispaced 4x brain samples, Pattern=Gaussian2024.10 | 25.283 | 0.73 | |
| E2E-VNAcceleration rate=4x, Training data=equispaced 4x brain samples, Pattern=Radial2024.10 | 25.225 | 0.722 | |
| E2E-VNRate=16x2024.10 | 22.694 | 0.594 | |
| E2E-VNAcceleration rate=4x, Training data=equispaced 4x brain samples, Pattern=Poisson2024.10 | 22.117 | 0.67 |