Table 5.
Dataset | AlexNet (%) | VGGNet16 (%) | VGGNet19 (%) | GoogleNet (%) | ResNet50 (%) |
---|---|---|---|---|---|
COVID-19 | 48.57 | 81.90 | 82.86 | 80.95 | 85.71 |
COVID-19 with augmentation | 77.14 | 80.00 | 52.38 | 79.05 | 87.62 |
COVID-19 with CGAN | 59.05 | 79.05 | 91.43 | 76.19 | 91.43 |
COVID-19 with aug and CGAN | 87.62 | 93.33 | 76.19 | 82.86 | 81.90 |
Bold value indicates high Specificity