Table 7 The experimental results on ISIC 2019 using pre-trained models before metadata integration.
From: Multimodal deep learning ensemble framework for skin cancer detection
Model Name | Accuracy | Precision | Recall | F1 score |
|---|---|---|---|---|
MobileNet | 0.732 | 0.72 | 0.72 | 0.71 |
Xception | 0.834 | 0.83 | 0.83 | 0.83 |
ResNet50 | 0.787 | 0.78 | 0.79 | 0.78 |
EfficientNetB0 | 0.821 | 0.80 | 0.82 | 0.82 |
DenseNet121 | 0.772 | 0.76 | 0.77 | 0.76 |
