Table 4. Performance of the five models on tissue classification inside ulcerations.
IoU score | F1 score | Precision | Recall | Accuracy | Loss | |
---|---|---|---|---|---|---|
U-Net | 0.9830 | 0.9905 | 0.9913 | 0.9897 | 0.9899 | 0.0094 |
DeepLabV3 | 0.9834 | 0.9915 | 0.9915 | 0.9915 | 0.9957 | 0.0084 |
PsPnet | 0.9390 | 0.9753 | 0.9614 | 0.9897 | 0.9899 | 0.0094 |
FPN | 0.8252 | 0.9014 | 0.8615 | 0.9507 | 0.9508 | 0.0986 |
Mask R-CNN | 0.7886 | 0.8480 | 0.9191 | 0.7871 | 0.8903 | 0.2032 |