MRI Reconstruction on IXI T2 (test)
39.15PSNRDMSM (Fully supervised)
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| DMSM (Fully supervised)Acceleration rate=4x, Supervision type=fully supervised2025.03 | 39.15 | 97.5 | 0.2 | |
| DMSMAcceleration rate=4x, Supervision type=self-supervised, Path configuration=multi-path2025.03 | 38.75 | 97 | 0.3 | |
| DMSM (single-path)Acceleration rate=4x, Supervision type=self-supervised, Path configuration=single-path2025.03 | 38.67 | 96.6 | 0.29 | |
| SSAD-MRIAcceleration rate=4x, Supervision type=self-supervised2025.03 | 37.15 | 96.3 | 0.35 | |
| SSDiffAcceleration rate=4x, Supervision type=self-supervised2025.03 | 36.98 | 96 | 0.42 | |
| D5C5Acceleration rate=4x, Supervision type=supervised2025.03 | 36.15 | 95.8 | 0.48 | |
| PSFNetAcceleration rate=4x, Supervision type=self-supervised2025.03 | 35.66 | 95.3 | 0.58 | |
| RsGANAcceleration rate=4x, Supervision type=supervised2025.03 | 35.2 | 94.5 | 0.6 | |
| self-D5C5Acceleration rate=4x, Supervision type=self-supervised2025.03 | 32.61 | 92.2 | 1.12 | |
| UNetAcceleration rate=4x, Supervision type=supervised2025.03 | 30.25 | 91 | 1.2 |