Table 3 Model performance on test split
From: Using transfer learning for smart building management system
Model | #Layers | Test MSE |
|---|---|---|
AlexNet | 8 | 0.6240 |
VGG16 | 16 | 1.3762 |
GoogLeNet | 22 | 3.0069 |
ResNet18 | 18 | 2.2546 |
ResNet50 | 50 | 2.1044 |
ResNet101 | 101 | 2.0629 |
ResNet152 | 152 | 1.8185 |
DenseNet121 | 121 | 2.0378 |