Table 9.
Performance of SSDA with Harvey as the source and Maria as the target disaster for five backbone architectures
Backbone Architecture | Accuracy (%) |
Precision (%) |
Recall (%) |
F1-Score (%) |
---|---|---|---|---|
ResNet-50 | 66.3 | 66.88 | 66.41 | 66.1 |
DenseNet-201 | 67.62 | 72.21 | 68.5 | 66.93 |
EfficientNet-B3 | 70.04 | 71.22 | 70.77 | 70.54 |
VGG-16 | 75.99 | 77.24 | 76.76 | 76.58 |
VGG-19 | 77.53 | 78.28 | 78.19 | 78.19 |