MRI Reconstruction on IXI T2 contrast (test)
45.9PSNRSSDiffRecon
Evaluation results
| Method | Links | ||
|---|---|---|---|
| SSDiffReconAcceleration factor (R)=4, Supervision Level=Self-supervised, Number of backward diffusion steps=52023.06 | 45.9 | 99.1 | |
| DDPMAcceleration factor (R)=4, Supervision Level=Supervised, Number of backward diffusion steps=10002023.06 | 41.8 | 98.5 | |
| Self-D5C5Acceleration factor (R)=4, Supervision Level=Self-supervised2023.06 | 40.2 | 97.4 | |
| SSDiffReconAcceleration factor (R)=8, Supervision Level=Self-supervised, Number of backward diffusion steps=52023.06 | 39.3 | 98 | |
| self-RGANAcceleration factor (R)=4, Supervision Level=Self-supervised2023.06 | 39 | 96.9 | |
| D5C5Acceleration factor (R)=4, Supervision Level=Supervised2023.06 | 38.9 | 95 | |
| RGANAcceleration factor (R)=4, Supervision Level=Supervised2023.06 | 38.5 | 96.6 | |
| DDPMAcceleration factor (R)=8, Supervision Level=Supervised, Number of backward diffusion steps=10002023.06 | 36.2 | 96.2 | |
| self-DDPMAcceleration factor (R)=4, Supervision Level=Self-supervised, Number of backward diffusion steps=10002023.06 | 35.4 | 88.1 | |
| self-RGANAcceleration factor (R)=8, Supervision Level=Self-supervised2023.06 | 34.9 | 94.6 | |
| RGANAcceleration factor (R)=8, Supervision Level=Supervised2023.06 | 34.6 | 94.3 | |
| Self-D5C5Acceleration factor (R)=8, Supervision Level=Self-supervised2023.06 | 34.6 | 94.5 | |
| D5C5Acceleration factor (R)=8, Supervision Level=Supervised2023.06 | 34.2 | 91.6 | |
| self-DDPMAcceleration factor (R)=8, Supervision Level=Self-supervised, Number of backward diffusion steps=10002023.06 | 32.9 | 84.9 |