A Chinese Lip-Reading System Based on Convolutional Block Attention Module

Table 4

Compliance rate of each model （the accuracy rate is higher than 70%）.

Model	Qualified number	Compliance rate (%)
Vgg16 + LSTM + Attention	15	75
Vgg16 + GRU + Attention	14	70
InceptionV3 + LSTM + Attention	16	80
InceptionV3 + GRU + Attention	19	95
ResNet50 + LSTM + Attention	17	85
ResNet50 + GRU + Attention	19	95
ResNet101 + LSTM + Attention	18	90
ResNet101 + GRU + Attention	18	90
ResNet152 + LSTM + Attention	19	95
ResNet152 + GRU + Attention	17	85
ResNet50 + CBAM + LSTM + Attention	17	85
ResNet50 + CBAM + GRU + Attention	20	100