Face Detection Method based on Lightweight Network and Weak Semantic Segmentation Attention Mechanism

Table 4

Comparative results (mAP%).

Algorithm	mAP/%
	Easy	Medium	Hard
RetinaNet50	85.2	81.1	65.9
Cascade R-CNN	94.9	89.9	73.7
YOLOv3	93.4	88.8	75.5
ATSS	92.9	87.2	74.1
PAA	93.2	88.3	75.6
YOLOv4	96.7	93.5	77.6
YOLOv4-tiny	89	83.7	71.0
Proposed	96.9	94.3	81.7