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Table 4 Comparison of running time between EGAN and other feature learning methods

From: Unsupervised feature learning-based encoder and adversarial networks

Dataset

Classifier

GAN

CNNAE

BIGAN

EGAN

Tea clones

AlexNet

17.28

1.42

18.37

21.82

DenseNet

109.71

2.13

114.62

117.39

PV corn

AlexNet

15.90

1.54

16.41

18.20

DenseNet

100.62

2.02

102.88

106.25

PVpotato

AlexNet

9.21

5.97

9.05

10.45

DenseNet

57.13

1.17

58.00

60.00

PV apple

AlexNet

13.12

1.21

13.42

15.28

DenseNet

83.53

1.69

85.12

87.30

MNIST

AlexNet

69.71

5.97

67.57

70.09

DenseNet

333.67

7.85

336.89

334.16