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. 2021 Mar 2;19:1391–1399. doi: 10.1016/j.csbj.2021.02.016

Table 2.

Test result of different classification models on real and synthetic COVID-19 CT images.

Model Synthetic Test
Real Test
Accuracy Recall Precision F1 Accuracy Recall Precision F1
VGG16 94.19 88.15 100.00 93.70 94.80 88.15 98.52 93.05
ResNet_50 94.83 89.47 100.00 94.44 94.10 89.47 95.32 92.30
Inception_v3 96.55 96.05 96.90 96.47 95.32 96.05 92.40 94.19
Inception_ResNet_v2 95.91 91.67 100.00 95.65 96.70 91.67 100.00 95.65
DenseNet_169 98.92 97.80 100.00 98.89 98.09 97.80 97.37 97.92
Average 96.08 92.63 99.38 95.83 95.80 92.63 96.72 94.62