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. 2021 Jun 4;119:108055. doi: 10.1016/j.patcog.2021.108055

Table 2.

Accuracy (%) and standard deviation of different methods.

ResNet18 VGG-Net DarkCovidNet SE-Net ECA-Net Spatia CBAM
[29] [14] [15] [16] [18] Attention [17] MKSC
Fold-1 96.7 97.0 98.0 97.0 98.0 96.3 95.3 98.0
Fold-2 97.3 96.7 98.7 98.7 98.3 99.0 99.0 99.0
Fold-3 95.0 96.0 97.3 97.0 95.0 97.3 97.3 97.3
Fold-4 95.3 97.3 97.0 95.3 98.3 96.7 96.3 99.0
Fold-5 98.3 96.0 98.3 98.3 98.7 97.0 97.3 98.7
Fold-6 96.7 97.3 96.0 97.3 99.3 99.0 99.7 99.7
Fold-7 96.0 96.0 99.0 98.0 97.7 97.7 98.0 97.7
Fold-8 95.3 97.0 98.0 97.0 97.0 97.7 98.3 98.0
Fold-9 95.0 95.3 95.0 95.0 95.0 96.0 95.3 96.3
Fold-10 94.0 95.3 96.0 95.0 96.7 95.3 95.7 98.0
Average 95.96 96.39 97.33 96.93 97.4 97.2 97.22 98.17
STD 1.29 0.73 1.25 1.3 1.4 1.15 1.47 0.92