| Model | Accuracy | Number of Parameters | |
| VGG-16 | COVID-19 | 99% | 27,560,769 |
| Pneumonia | 94.40% | ||
| Inception-V3 | COVID-19 | 95% | 31,240,993 |
| Pneumonia | 87.50% | ||
| EficientNetB0 | COVID-19 | 97.5% | 36,163,236 |
| Pneumonia | 96.50% | ||
| ResNet-50 | COVID-19 | 99.5% | 74,968,961 |
| Pneumonia | 93.20 | ||