Table 1 Comparison of parameters, FLOPs, and accuracy for tested network architectures on the ISIC dataset
Paper | Architecture | Parameters (M) | FLOPs (G) | Accuracy (%) |
|---|---|---|---|---|
Budhiman et al. [19] | ResNet-50 [38] | 23.52 | 7.72 | 78.3 |
Demir et al. [20] | Inception V3 [18] | 23.80 | 43.6 | 84.2 |
Hassan et al. [58] | DenseNet-121 [57] | 7.00 | 2.80 | 83.9 |
Ech-Cherif et al. [59] | MobileNetV2 [45] | 4.20 | 0.57 | 83.9 |
| Â | Cancer-Net SCa-A | 13.65 | 4.66 | 83.7 |
| Â | Cancer-Net SCa-B | 0.80 | 0.43 | 84.4 |
| Â | Cancer-Net SCa-C | 1.19 | 0.40 | 83.9 |