Attention-Based Convolutional Neural Network for Pavement Crack Detection

Table 5

Public Crack Dataset- Dice loss.

Model	Precision/(%)	Mean IoU/(%)	Recall/(%)	F1/(%)
ENet	76.18	55.45	56.68	65.00
ExFuse	48.92	48.88	50.00	49.45
FCN	80.17	67.83	79.11	79.64
LinkNet	89.90	68.18	79.66	84.47
SegNet	76.46	71.08	89.38	82.42
UNet	82.82	70.41	82.60	82.71
CrackResAttentionNet	90.72	71.69	81.93	86.10