Attention-Based Convolutional Neural Network for Pavement Crack Detection

Table 9

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

Model	Precision (%)	Mean IoU (%)	Recall (%)	F1 (%)
LeakyRelu	84.93	71.23	86.36	85.64
RRelu	87.03	71	83.77	85.37
Relu	82.09	69.5	86.42	84.2
PRelu	89.4	71.51	81.09	85.04