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Table 3 Performance comparison in terms mAUC (%) among the individual machines of the same type

From: Transformer-based autoencoder with ID constraint for unsupervised anomalous sound detection

 

MobileNetV2 [29]

Glow_Aff [37]

IDNN [20]

IDC-TransAE-W

Fan

50.40

49.60

56.56

50.55

Pump

52.90

65.70

61.86

57.27

Slider

82.80

87.80

74.22

88.64

Valve

67.90

77.70

66.83

99.24

ToyCar

55.70

80.10

64.41

81.35

ToyConveyor

48.70

61.00

62.89

62.31

Average

59.73

70.32

64.46

73.23