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. 2020 Jan 28;8:22812–22825. doi: 10.1109/ACCESS.2020.2970023

TABLE 3. Result Summary for Both Benchmark Datasets.

Method Identification Accuracy (%)
dataset Montgomery dataset Shenzhen
SVM [15] 79.1
CNN [25] 82 84
CNN [17] 75.8 85.5
AlexNet [12] 71.42 84.21
VGG16 [26] 75 81.20
VGG19 [26] 78.57 84.21
ResNet [45] 82.14 83.45
Baseline – CNN Arc-1 89.47 78.57
Arc-2 92.85 85.71
Arc-3 90.22 82.14
Proposed B-CNN Arc-1 90.22 82.14
Arc-2 96.42 86.46
Arc-3 92.85 85.71