Attention-Based Convolutional Neural Network for Pavement Crack Detection

Table 8

Yantai Dataset–Dice loss.

Model	Precision/(%)	Mean IoU/(%)	Recall/(%)	F1/(%)
ENet	94.80	82.17	92.10	93.43
ExFuse	92.10	74.12	87.66	89.87
FCN	90.23	77.65	89.16	89.69
LinkNet	94.45	80.76	91.62	93.01
SegNet	91.80	74.86	90.23	91.01
UNet	93.76	80.11	91.10	92.41
CrackResAttentionNet	95.43	82.75	94.2	94.81