Material Decomposition on Breast Dataset
0.0017mRMSEJLRM
Evaluation results
| Method | Links | ||
|---|---|---|---|
| JLRMTrain:test sample ratio=8:1, Augmentation=Horizontal flip Vertical flip, View=5202026.06 | 0.0017 | 81.42 | |
| DECT-DRNetTrain:test sample ratio=9:1, Augmentation=Rotation Random region masking, View=5202026.06 | 0.0023 | 55.53 | |
| CLIP-Driven ModelTrain:test sample ratio=9:1, Augmentation=Rotation Random region masking, View=5202026.06 | 0.0025 | — | |
| DECT-DRNetTrain:test sample ratio=8:1, Augmentation=Horizontal flip Vertical flip, View=5202026.06 | 0.003 | 52.53 | |
| DECT-DRNetTrain:test sample ratio=8:1, Augmentation=Horizontal flip Vertical flip, View=902026.06 | 0.0033 | 49.76 | |
| DECT-DRNetTrain:test sample ratio=8:1, Augmentation=-, View=5202026.06 | 0.0055 | 47.7 | |
| DECT-DRNetTrain:test sample ratio=8:1, Augmentation=Horizontal flip Vertical flip, View=602026.06 | 0.0062 | 48.29 | |
| DECT-DRNetTrain:test sample ratio=8:1, Augmentation=Horizontal flip Vertical flip, View=302026.06 | 0.0073 | 47.74 | |
| DECT-DRNetTrain:test sample ratio=8:1, Augmentation=Horizontal flip Vertical flip, View=152026.06 | 0.0129 | 44.34 | |
| Unrolled ADMMTrain:test sample ratio=8:1, Augmentation=-, View=5202026.06 | 0.0209 | — | |
| JLRMTrain:test sample ratio=8:1, Augmentation=Horizontal flip Vertical flip, View=902026.06 | 0.1908 | 19.78 | |
| JLRMTrain:test sample ratio=8:1, Augmentation=Horizontal flip Vertical flip, View=602026.06 | 0.1946 | 19.71 | |
| JLRMTrain:test sample ratio=8:1, Augmentation=Horizontal flip Vertical flip, View=302026.06 | 0.207 | 19.33 | |
| JLRMTrain:test sample ratio=8:1, Augmentation=Horizontal flip Vertical flip, View=152026.06 | 0.2198 | 18.98 | |
| NoL-MBMITrain:test sample ratio=8:1, Augmentation=-, View=5202026.06 | — | 31.81 |