Attention-Based Convolutional Neural Network for Pavement Crack Detection

Table 10

CrackResAttentionNet (BCE loss) on different activation functions (Yantai Dataset).

Model	Precision (%)	Mean IoU (%)	Recall (%)	F1 (%)
LeakyRelu	94.7	78.89	92.52	93.6
RRelu	92	81.18	96.5	94.2
Relu	94.17	81.57	92.96	93.56
PRelu	96.17	83.69	93.44	94.79