Table 2.
Mean values of the metrics for the dataset B, using the validation set and cropped images resized to 160 × 160 pixels
CNN | Global Accuracy | Accuracy | IoU | Weighted IoU | BF Score | Dice Coefficient |
---|---|---|---|---|---|---|
CNN1 | ||||||
Mean | 0.917 | 0.904 | 0.836 | 0.850 | 0.510 | 0.920 |
Standard Deviation | 0.048 | 0.068 | 0.090 | 0.079 | 0.083 | 0.032 |
CNN2 | ||||||
Mean | 0.911 | 0.895 | 0.823 | 0.838 | 0.515 | 0.915 |
Standard Deviation | 0.047 | 0.074 | 0.095 | 0.080 | 0.092 | 0.034 |
CNN3 | ||||||
Mean | 0.921 | 0.914 | 0.845 | 0.857 | 0.516 | 0.918 |
Standard Deviation | 0.035 | 0.046 | 0.067 | 0.059 | 0.086 | 0.031 |