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Table 3 The comparison of Validation accuracy of seven models with L2 and L2M

From: L2MXception: an improved Xception network for classification of peach diseases

Network Validation accuracy(L2) (%) Validation accuracy (L2M) (%) Change
AlexNet 56.31 57.31 1.00% (+)
ResNet50 78.64 79.34 0.7% (+)
Xception 92.23 93.85 1.62% (+)
SENet154 62.14 62.84 0.7% (+)
DenseNet169 82.90 80.58 2.32% (−)
HRNet-w48 78.13 78.00 0.13% (−)
MobileNetV3 65.69 66.01 0.32% (+)