Research Article

Multilevel and Multiscale Feature Aggregation in Deep Networks for Facial Constitution Classification

Table 8

Classification results of different models.

ModelAccuracy (%)

VGG19 [29]59.47
Inception v3 [31]64.17
ResNet-50 [46]65.47
InceptionResnet [47]62.48
MobileNet v1 [49]63.98
Xception [48]64.54
DenseNet-121 [50]62.47
DenseNet-169 [50]63.04
DenseNet-201 [50]64.16
NASNetMobile [30]62.85
EfficientNetsB0 [51]63.23
Lit. [22]65.29
Our proposed method69.61