Attention-Based Convolutional Neural Network for Pavement Crack Detection

Table 4

Public Crack Dataset- BCE loss.

Model	Precision/(%)	Mean IoU/(%)	Recall/(%)	F1/(%)
ENet	74.87	54.64	50.57	60.37
ExFuse	82.78	69.52	78.80	80.74
FCN	86.04	64.32	83.27	84.63
LinkNet	81.84	71.11	81.23	81.53
SegNet	73.53	53.51	61.39	66.91
UNet	86.19	70.40	83.32	84.73
CrackResAttentionNet	89.40	71.51	81.09	85.04