Real-Time Fire Detection Method Based on Computer Vision for Electric Vehicle Charging Safety Monitoring

Table 5

Comparison table of evaluation index parameters of different backbone feature extraction networks.

Attentional mechanisms	Precision		Recall		F1			mAP (%)	Params
	Fire (%)	Smoke (%)	Fire (%)	Smoke (%)	Fire		Smoke
SENet	91.81	92.95	84.86	92.75	0.88	0.93		93.88	47.229M
ECANet	89.57	94.16	82.07	92.37	0.86	0.93		94.00	47.057M
CBAM	88.51	95.31	82.87	93.13	0.87	0.94		94.09	47.401M