Table 11 The accuracy of dataset size robustness experiment on USTC-TFC2016 dataset.

From: Few-shot traffic classification based on autoencoder and deep graph convolutional networks

 

ADGCN

SAM

CNN

KNN

NetMamb

100%

96.2

84.35

79.52

63.75

81.5

50%

93.6

79.01

73.48

58.47

73.5

25%

88.01

73.38

68.57

52.18

71.03