Attention-Based Convolutional Neural Network for Pavement Crack Detection

Table 3

Public Crack Dataset- CE loss.

Model	Precision/(%)	Mean IoU/(%)	Recall/(%)	F1/(%)
ENet	80.03	72.22	83.94	81.94
ExFuse	82.22	71.77	81.17	81.69
FCN	81.87	71.02	77.72	79.74
LinkNet	81.15	70.97	82.62	81.88
SegNet	78.00	66.32	75.18	76.56
UNet	80.19	70.42	82.88	81.51
CrackResAttentionNet	82.58	72.83	85.13	83.84