Effective Face Detector Based on YOLOv5 and Superresolution Reconstruction

Table 5

Comparison of mAP using different face detection algorithms.

Face detection algorithms	Easy	Medium	Hard
MTCNN	85.1%	82.0%	62.9%
CMS-RCNN	90.2%	87.4%	64.3%
HR	92.5%	91.0%	81.9%
S3FD	93.7%	92.5%	85.9%
TinaFace	95.6%	94.3%	85.3%
Ours	96.3%	94.9%	88.2%