Table 3.

DNN-based architectures used by FER systems.

Architecture	Type
CNN	ResNet12, ResNet18, ResNet34, ResNet50, ResNet56, ResNet92, ResNet101, 2D-ResNet, ResNetXt34, SE-ResNet34, SE-ResNeXt34, SE-ResNet50, EmoResNet, VGG11, VGG14, VGG16, VGG17, VGG19, VGG-M, InceptionV3, InceptionV4, InceptionResNetV2, Xception, Mini_Xception, GoogleNet, GoogleLeNetv2, LeNet, YOLOv3, EfficientNet, AlexNet, NasNet-Large, Wide ResNet, LEMHI-CNN, CNN –RNN, CAER-Net, CAER-Net-S, ArcFace CapsNet with No FL, FL-CapsNet, MTCNN
GAN	GAN, 2k GAN
GNN	GNN
RNN	LSTM, EmoNet