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. 2021 Sep 22;152:122–128. doi: 10.1016/j.patrec.2021.08.035

Table 4.

Comparisons of the results between the different architectures applied to the dataset of [2].

Model Accuracy Precision Sensitivity Specificity F1-score AUC
VGG16 94.37% 91.49% 96.41% 92.70% 93.89% 94.96%
VGG19 96.37% 95.96% 95.96% 96.72% 95.96% 96.33%
Xception 91.95% 91.40% 90.58% 93.07% 91.00% 91.82%
Inception_
V2_Resnet 94.57% 93.36% 94.62% 94.52% 93.98% 91.82%
DenseNet121 95.77% 91.73% 99.55% 92.73% 95.48% 96.12%
DenseNet201 97.38% 95.26% 99.10% 95.98% 97.14% 97.54%
Our Work 98.18% 97.76% 98.20% 98.17% 97.98% 98.82%