Attention-Based Convolutional Neural Network for Pavement Crack Detection

Table 7

Yantai Dataset–BCE loss.

Model	Precision/(%)	Mean IoU/(%)	Recall/(%)	F1/(%)
ENet	94.67	81.82	92.34	93.49
ExFuse	95.18	82.03	91.85	93.48
FCN	93.05	82.95	90.64	91.83
LinkNet	95.07	82.53	92.08	93.55
SegNet	91.24	78.06	83.04	86.95
UNet	94.28	81.61	90.26	92.23
CrackResAttentionNet	96.17	83.69	93.44	94.79