Fault Recognition Method Based on Attention Mechanism and the 3D-UNet

Table 4

Compared models performance evaluation.

Indicator	Precision	Recall	F-1 score	AUC
FCN4	0.315	0.929	0.470	0.890
FCN8	0.236	0.879	0.371	0.940
AttUNet	0.504	0.954	0.660	0.982
UNet-SE [34]	0.556	0.951	0.699	0.983