Motion-compensated 3D Brain MRI Reconstruction on FastMRI multicoil T1-weighted (test)
43.152PSNRMotionDPS
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| MotionDPSR (Acceleration factor)=1, Motion severity=Mild2026.05 | 43.152 | 98.1 | |
| MotionTTTR (Acceleration factor)=1, Motion severity=Mild2026.05 | 41.903 | 97.6 | |
| MotionDPSR (Acceleration factor)=1, Motion severity=Moderate2026.05 | 40.56 | 97.6 | |
| MotionTTTR (Acceleration factor)=4, Motion severity=Mild2026.05 | 39.943 | 96.9 | |
| MotionDPSR (Acceleration factor)=4, Motion severity=Mild2026.05 | 37.246 | 96.7 | |
| AltOptR (Acceleration factor)=1, Motion severity=Mild2026.05 | 37.048 | 93.7 | |
| MotionTTTR (Acceleration factor)=1, Motion severity=Moderate2026.05 | 36.542 | 93.6 | |
| AltOptR (Acceleration factor)=4, Motion severity=Mild2026.05 | 36.489 | 92.8 | |
| MotionDPSR (Acceleration factor)=4, Motion severity=Moderate2026.05 | 35.938 | 95.7 | |
| MotionTTTR (Acceleration factor)=8, Motion severity=Moderate2026.05 | 34.862 | 90.4 | |
| StackedUnetR (Acceleration factor)=1, Motion severity=Mild2026.05 | 34.765 | 95.4 | |
| MotionTTTR (Acceleration factor)=4, Motion severity=Moderate2026.05 | 34.762 | 94.5 | |
| MotionDPSR (Acceleration factor)=8, Motion severity=Mild2026.05 | 34.382 | 93.9 | |
| MotionTTTR (Acceleration factor)=8, Motion severity=Mild2026.05 | 34.168 | 91.8 | |
| MotionDPSR (Acceleration factor)=4, Motion severity=Severe2026.05 | 33.176 | 91.7 | |
| MotionDPSR (Acceleration factor)=8, Motion severity=Moderate2026.05 | 33.12 | 92.9 | |
| AltOptR (Acceleration factor)=8, Motion severity=Mild2026.05 | 33.004 | 91.3 | |
| MotionDPSR (Acceleration factor)=1, Motion severity=Severe2026.05 | 32.21 | 92.2 | |
| AltOptR (Acceleration factor)=1, Motion severity=Moderate2026.05 | 32.201 | 84.3 | |
| MotionDPSR (Acceleration factor)=8, Motion severity=Severe2026.05 | 31.172 | 88.8 | |
| StackedUnetR (Acceleration factor)=1, Motion severity=Moderate2026.05 | 30.441 | 92.1 | |
| StackedUnetR (Acceleration factor)=4, Motion severity=Mild2026.05 | 29.748 | 90.9 | |
| AltOptR (Acceleration factor)=4, Motion severity=Moderate2026.05 | 29.147 | 83.9 | |
| StackedUnetR (Acceleration factor)=1, Motion severity=Severe2026.05 | 29.144 | 90.4 | |
| AltOptR (Acceleration factor)=8, Motion severity=Moderate2026.05 | 28.662 | 75.7 | |
| StackedUnetR (Acceleration factor)=4, Motion severity=Moderate2026.05 | 27.453 | 86.5 | |
| StackedUnetR (Acceleration factor)=8, Motion severity=Mild2026.05 | 26.759 | 86.4 | |
| MotionTTTR (Acceleration factor)=4, Motion severity=Severe2026.05 | 26.72 | 74.1 | |
| MotionTTTR (Acceleration factor)=8, Motion severity=Severe2026.05 | 26.704 | 77.3 | |
| StackedUnetR (Acceleration factor)=8, Motion severity=Moderate2026.05 | 26.085 | 83.9 | |
| StackedUnetR (Acceleration factor)=4, Motion severity=Severe2026.05 | 25.455 | 81.1 | |
| StackedUnetR (Acceleration factor)=8, Motion severity=Severe2026.05 | 25.126 | 79.9 | |
| AltOptR (Acceleration factor)=4, Motion severity=Severe2026.05 | 24.937 | 73.3 | |
| MotionTTTR (Acceleration factor)=1, Motion severity=Severe2026.05 | 24.154 | 68.7 | |
| AltOptR (Acceleration factor)=1, Motion severity=Severe2026.05 | 24.075 | 68 | |
| AltOptR (Acceleration factor)=8, Motion severity=Severe2026.05 | 23.354 | 70.7 |