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. 2022 Feb 17;17(2):e0264139. doi: 10.1371/journal.pone.0264139

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