A Convolutional Neural Network Face Recognition Method Based on BiLSTM and Attention Mechanism

Table 6

Evaluation results of each model in the ablation experiment.

Model	CASIA-FaceV5	LFW	MTFL	CNBC	ORL
CNN	0.938	0.944	0.9684	0.9663	0.9326
CNN + BiLSTM	0.699	0.685	0.713	0.7226	0.697
CNN + attention	0.943	0.939	0.9465	0.9698	0.9563
AB-FR	0.9935	0.9646	0.9704	0.9719	0.9679