Table 1:
Model | DSC | JI (IOU) | TPR | FPR | ACC | AUC-ROC | HD | MD |
---|---|---|---|---|---|---|---|---|
U-Net | 0.894 (±0.013) | 0.821 (±0.017) | 0.903 (±0.011) | 0.107 (±0.019) | 0.978 (±0.002) | 0.951 (±0.006) | 4.346 (±1.377) | 0.224 (±0.240) |
U-Net-SA | 0.901 (±0.013) | 0.832 (±0.014) | 0.904 (±0.016) | 0.092 (±0.008) | 0.979 (±0.001) | 0.955 (±0.002) | 4.326 (±1.360) | 0.209 (±0.234) |
U-Net-SA-C | 0.905 (±0.013) | 0.838 (±0.014) | 0.910 (±0.011) | 0.089 (±0.012) | 0.980 (±0.001) | 0.957 (±0.004) | 4.271 (±1.326) | 0.201 (±0.218) |