Research Article
Multilevel and Multiscale Feature Aggregation in Deep Networks for Facial Constitution Classification
Table 8
Classification results of different models.
| Model | Accuracy (%) |
| 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 method | 69.61 |
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