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

Table 4

Comparsion of classic detection methods.

Methods	APface	APface_mask	mAP (%)	Time (s)
Faster R-CNN	79.67	95.44	87.56	1.550
SSD	70.38	96.18	83.28	0.097
RetinaNet	74.48	97.04	85.76	0.115
YOLOv3	73.76	93.71	83.74	0.109
CenterNet	74.65	95.95	85.30	0.105
Ours	79.33	95.96	87.45	0.116