Table 4.
Model | Acc | Sens | Spec | Prec | MCC | Dice | Jaccard |
---|---|---|---|---|---|---|---|
UNet | 98.97 ± 0.53 | 81.58 ± 8.58 | 99.72 ± 0.27 | 92.20 ± 7.39 | 85.97 ± 5.77 | 86.07 ± 6.17 | 76.01 ± 8.59 |
UNet++ | 99.05 ± 0.38 | 85.82 ± 7.21 | 99.62 ± 0.31 | 90.04 ± 8.09 | 87.23 ± 5.43 | 87.48 ± 5.57 | 78.14 ± 8.01 |
UNet3P | 98.93 ± 0.56 | 80.39 ± 9.09 | 99.73 ± 0.26 | 92.42 ± 7.25 | 85.43 ± 6.24 | 85.49 ± 6.68 | 75.18 ± 9.00 |
Fractal-UNet | 98.91 ± 0.54 | 80.08 ± 8.67 | 99.72 ± 0.27 | 85.17 ± 6.56 | 91.96 ± 7.61 | 85.06 ± 6.29 | 74.68 ± 8.92 |
Squeeze-UNet | 98.90 ± 0.63 | 79.67 ± 10.45 | 99.73 ± 0.27 | 84.94 ± 7.56 | 92.33 ± 7.09 | 84.94 ± 7.60 | 74.48 ± 9.98 |
Attention-UNet | 99.01 ± 0.42 | 81.75 ± 7.94 | 99.74 ± 0.26 | 92.71 ± 7.20 | 86.38 ± 5.70 | 86.50 ± 5.94 | 76.65 ± 8.36 |