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Summary of performance metrics of Fet-Net and prominent CNN architectures with a decreased SNR testing dataset.
| Architecture | Accuracy (%) | Loss |
|---|---|---|
| Fet-Net | 74.58 | 0.7491 |
| VGG16 | 67.50 | 1.4996 |
| VGG19 | 49.58 | 2.8058 |
| ResNet-50 | 69.58 | 0.8897 |
| ResNet-50V2 | 55.83 | 2.0550 |
| ResNet-101 | 60.00 | 0.9695 |
| ResNet-101V2 | 61.25 | 2.6991 |
| ResNet-152 | 70.83 | 0.7185 |
| ResNet-152V2 | 57.50 | 2.3606 |
| Inception-Resnet-V2 | 66.67 | 1.2373 |
| InceptionV3 | 56.57 | 2.6833 |
| Xception | 62.92 | 1.9649 |
