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. 2020 Sep 18;8:171575–171589. doi: 10.1109/ACCESS.2020.3025010

TABLE 3. Performance Comparison of Our Proposed DL-CRC Architecture With the Existing CNN Architectures for All Three Classes.

Model Normal Pneumonia COVID-19 AUC Score
Proposed DL-CRC 95.91% 88.52% 93.94% 0.9525
Inception-ResNet V2 97.06% 77.04% 69.70% 0.9473
ResNet 98.83% 74.67% 72.72% 0.9314
DenseNet 98.01% 72.42% 60.61% 0.8798