EfficientNet MW: A Mask Wearing Detection Model with Bidirectional Feature Fusion Network

Table 5

Comparsion of different version of backbone network.

Backbone version	APface	APface_mask	mAP (%)
EfficientNet-B0	71.33	91.84	81.59
EfficientNet-B1	71.48	92.68	82.08
EfficientNet-B2	71.98	92.82	82.40
EfficientNet-B3	72.36	93.05	82.71
EfficientNet-B4	72.77	93.30	83.04
EfficientNet-B5	72.90	93.10	83.00
EfficientNet-B6 (Ours)	79.33	95.56	87.45
EfficientNet-B7	73.40	92.87	83.14