Table 6.
Model | Average dice score | Average IoU | ICC | |||||
---|---|---|---|---|---|---|---|---|
T1 | T2 | T1T2 | T1 | T2 | T1T2 | ICC3 | ICC(3,K) | |
U-Net [41] | 0.81 | 0.78 | 0.81 | 0.68 | 0.64 | 0.69 | 0.78 | 0.87 |
UNet++ [41] | 0.80 | 0.80 | 0.81 | 0.67 | 0.69 | 0.68 | 0.7 | 0.87 |
AM-UNet | 0.82 | 0.81 | 0.82 | 0.69 | 0.68 | 0.70 | 0.81 | 0.90 |
Model | TPR | TNR | FPR | FNR | Prec | #Par | ||
U-Net [41] | 0.80 | 0.996 | 0.0036 | 0.76 | 0.20 | 8.6M | ||
UNet++ [1] | 0.78 | 0.998 | 0.0024 | 0.22 | 0.82 | 9M | ||
AM-UNet | 0.85 | 0.997 | 0.0033 | 0.15 | 0.78 | 0.34M |