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

Table 3

Attention mechanism performance evaluation.

Indicator	Precision	Recall	F-1 score	AUC
SE [34]	0.556	0.942	0.699	0.983
CBAM [36]	0.440	0.962	0.603	0.979
3D-UNet	0.495	0.949	0.650	0.980
ECA [35]	0.548	0.936	0.691	0.982