Face Detection and Recognition Based on Visual Attention Mechanism Guidance Model in Unrestricted Posture

Table 3

Recognition rate under different data sets.

Data set	Models
	KSDD (%)	DNET (%)	ResNet (%)	ConvNet (%)	Faster-FCC (%)	FACEILD (%)	Proposed (%)
Bare	74.11	85.47	87.22	86.28	83.23	90.15	90.06
Mixed	69.12	78.22	81.25	87.24	79.39	87.09	87.28
Partial	78.28	85.28	88.20	85.69	78.29	88.36	89.21
Heavy	51.91	52.90	59.75	59.11	52.44	58.69	59.51