Table 7.
The table depicts the validation losses of AlexNet, VggNet-19, ResNet, and VggNet-16 for 10 epochs
| Model | Validation Loss | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| error-1 | error-2 | error-3 | error-4 | error-5 | error-6 | error-7 | error-8 | error-9 | error-10 | |
| AlexNet | 1.417419 | 1.300952 | 1.068952 | 5.189301 | 1.026389 | 0.543029 | 0.325405 | 0.630233 | 0.639842 | 0.598446 |
| ResNet | 0.91028 | 0.91676 | 0.74584 | 0.70828 | 0.92563 | 0.9123 | 0.73799 | 0.641843 | 0.714709 | 0.59273 |
| VggNet-19 | 1.33567 | 1.27235 | 0.954364 | 1.049802 | 0.741645 | 0.76157 | 0.69157 | 0.722578 | 0.81445 | 0.78148 |
| VggNet-16 | 0.667435 | 0.790739 | 0.821053 | 0.678536 | 0.702504 | 0.820445 | 0.980566 | 0.92768 | 0.724928 | 0.625168 |