Table 3. Performance of different model types.
Model | Precision | Recall | F1 Score | Epoch | LR |
---|---|---|---|---|---|
ResNet-18 | 1.000 | 0.932 | 0.965 | 24 | 0.0009 |
ResNet-34 | 1.000 | 0.932 | 0.965 | 20 | 0.0009 |
ResNet-152 | 1.000 | 0.937 | 0.968 | 9 | 0.0006 |
DenseNet | 0.999 | 0.922 | 0.959 | 5 | 0.001 |