Subclass Segmentation on ACDC
90.6Dice Score (RV)U-Net
Evaluation Results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| U-NetSup. (Number of superclass annotations)=0, Sub. (Number of subclass annotations)=1402023.07 | 90.6 | 1.88 | 89 | 3.59 | 94.6 | 3.6 | 91.4 | 3.02 | |
| HierarchicalMixSup. (Number of superclass annotations)=140, Sub. (Number of subclass annotations)=32023.07 | 87.2 | 1.84 | 84.6 | 2.7 | 90.1 | 4.44 | 87.3 | 2.99 | |
| Modified U-NetSup. (Number of superclass annotations)=140, Sub. (Number of subclass annotations)=32023.07 | 83.1 | 11.1 | 80.7 | 6.12 | 83.1 | 14.7 | 82.3 | 10.6 | |
| CPSSup. (Number of superclass annotations)=140, Sub. (Number of subclass annotations)=32023.07 | 80.2 | 9.54 | 80.3 | 3.17 | 86.3 | 4.21 | 82.3 | 5.64 | |
| UAMTSup. (Number of superclass annotations)=140, Sub. (Number of subclass annotations)=32023.07 | 79.4 | 7.81 | 77.7 | 5.87 | 85.5 | 8.16 | 80.9 | 7.28 | |
| NLSup. (Number of superclass annotations)=140, Sub. (Number of subclass annotations)=32023.07 | 61 | 18.8 | 68.6 | 13.7 | 81.5 | 19.5 | 70.4 | 17.3 | |
| U-NetSup. (Number of superclass annotations)=0, Sub. (Number of subclass annotations)=32023.07 | 36.6 | 61.5 | 51.6 | 20.7 | 57.9 | 26.2 | 48.7 | 36.2 |