Subclass Segmentation on BraTS 2021
75.8Dice Score (TC)U-Net
Evaluation Results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| U-NetSup. (Number of superclass annotations)=0, Sub. (Number of subclass annotations)=8762023.07 | 75.8 | 4.86 | 82.2 | 5.87 | 83.6 | 2.48 | 80.6 | 4.4 | |
| HierarchicalMixSup. (Number of superclass annotations)=876, Sub. (Number of subclass annotations)=102023.07 | 65.5 | 6.9 | 79.9 | 6.38 | 80.8 | 3.59 | 75.4 | 5.62 | |
| CPSSup. (Number of superclass annotations)=876, Sub. (Number of subclass annotations)=102023.07 | 62.9 | 7.02 | 78.3 | 7.08 | 80.8 | 4.91 | 74 | 6.24 | |
| UAMTSup. (Number of superclass annotations)=876, Sub. (Number of subclass annotations)=102023.07 | 60.8 | 9.84 | 78.4 | 7.11 | 80.1 | 4.24 | 73.3 | 7.06 | |
| Modified U-NetSup. (Number of superclass annotations)=876, Sub. (Number of subclass annotations)=102023.07 | 60.3 | 7.69 | 76.2 | 7.7 | 80.2 | 4.97 | 72.3 | 6.79 | |
| NLSup. (Number of superclass annotations)=876, Sub. (Number of subclass annotations)=102023.07 | 59.5 | 10.5 | 75.2 | 8.35 | 76.8 | 6.34 | 70.5 | 8.4 | |
| U-NetSup. (Number of superclass annotations)=0, Sub. (Number of subclass annotations)=102023.07 | 57.5 | 16.6 | 68.8 | 22.9 | 74.7 | 12.4 | 67 | 17.3 |