Model

Top-1/%

Top-5/%

VGG16

82.90

96.55

VGG16 + Mixup

85.10

97.11

VGG16 + CBAM + Mixup

85.15

97.11

MobileNetV2

84.24

96.62

MobileNetV2 + Mixup

86.28

96.62

MobileNetV2 + CBAM + Mixup

86.28

97.11

ResNet50

85.15

97.04

ResNet50 + Mixup

87.26

97.26

ResNet50 + CBAM + Mixup

87.33

97.33