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Table 1 Precision, recall, F1 score, and accuracy were calculated from a large-scale image prediction test

From: Segmentation algorithm can be used for detecting hepatic fibrosis in SD rat

 

Precision

Recall

F1 score

Accuracy

Mask R-CNN

0.82

0.93

0.87

0.86

DeepLabV3+

0.81

0.88

0.84

0.83

SSD

0.83

0.75

0.79

0.79