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. 2020 Sep 22;22(18):17573–17582. doi: 10.1109/JSEN.2020.3025855

TABLE VII. Comparison to State-of-the-art Approaches.

Approach Inline graphic Inline graphic Inline graphic Inline graphic Inline graphic Inline graphic Inline graphic
RBFNN[6] 67.08 74.48 72.52 70.78 69.64 41.74 69.64
K-ELM[7] 57.29 61.46 59.83 59.38 58.46 18.81 58.46
ELM-BA [8] 57.08±3.86 72.40±3.03 67.48±1.65 64.74±1.26 61.75±2.24 29.90±2.45 61.76±2.24
GoogLeNet [11] 76.88±3.92 83.96±2.29 82.84±1.58 80.42±1.40 79.65±1.92 61.10±2.62 79.65±1.91
ResNet18 [12] 78.96±2.90 89.48±1.64 88.30±1.50 84.22±1.23 83.31±1.53 68.89±2.33 83.32±1.53
7L-CNN-CD (Ours) 94.44±0.73 93.63±1.60 93.70±1.47 94.03±0.80 94.06±0.76 88.08±1.59 94.06±0.76