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. 2021 Jun 12;135:104575. doi: 10.1016/j.compbiomed.2021.104575

Table 2.

Accuracy, Recall, Precision and F1 Score obtained by executing MobileNet, DenseNet121, ResNet50, VGG16, InceptionV3 and XceptionNet taking COVID-CT-Dataset without employing any image super resolution operation.

Model Name Accuracy Recall Precision F1 Score
MobileNet 86.60 95.70 85.04 90.02
DenseNet121 93.00 93.00 94.10 92.50
ResNet50 82.60 91.90 71.40 79.70
VGG16 86.60 93.80 86.70 90.09
InceptionV3 89.30 92.80 89.00 90.09
XceptionNet 85.30 90.20 85.90 88.04