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. 2023 Jun 13;144:110511. doi: 10.1016/j.asoc.2023.110511

Table 6.

Results with CycleGAN.

Network Accuracy (%) Precision (%) Recall (%) F1-score (%) AUC (%) ECE
Densenet-121 89.24 ± 3.78 81.67 ± 5.84 96.23 ± 2.45 88.64 ± 3.55 97.22 ± 1.89 0.060 ± 0.026
EfficientNet-B3 98.25 ± 2.57 97.03 ± 3.51 99.28 ± 2.20 98.05 ± 2.80 99.79 ± 0.90 0.058 ± 0.185
Resnet-50 96.20 ± 0.79 94.09 ± 1.33 97.49 ± 1.11 95.78 ± 0.87 99.43 ± 0.42 0.033 ± 0.028
ResNeSt-50 98.89 ± 1.09 98.58 ± 1.34 99.10 ± 1.70 98.75 ± 1.24 99.95 ± 0.22 0.013 ± 0.006
ViT 99.20 ± 2.91 98.92 ± 3.97 98.92 ± 2.41 99.10 ± 3.19 99.95 ± 0.92 0.068 ± 0.037