Attention-Based Convolutional Neural Network for Pavement Crack Detection

Table 6

Yantai Dataset–CE loss.

Model	Precision/(%)	Mean IoU/(%)	Recall/(%)	F1/(%)
ENet	90.88	81.62	92.22	91.55
ExFuse	91.76	82.27	90.64	91.20
FCN	91.56	82.52	90.80	91.18
LinkNet	91.34	82.48	92.11	91.72
SegNet	91.73	81.98	89.73	90.72
UNet	93.54	78.63	89.24	91.34
CrackResAttentionNet	94.64	83.28	92.05	93.33