Table 8 The experimental results on ISIC 2018 using pre-trained models after metadata integration.
From: Multimodal deep learning ensemble framework for skin cancer detection
Model Name | Accuracy | Precision | Recall | F1 score |
|---|---|---|---|---|
MobileNet | 0.816 | 0.86 | 0.81 | 0.82 |
Xception | 0.880 | 0.87 | 0.88 | 0.88 |
ResNet50 | 0.875 | 0.88 | 0.87 | 0.85 |
EfficientNetB0 | 0.897 | 0.88 | 0.89 | 0.89 |
DenseNet121 | 0.854 | 0.86 | 0.85 | 0.85 |
