新颖性检测方法

RGB图

压力图

AUROC %

AUPR %

AUROC %

AUPR %

One-class SVM

84.9

84.9

81.1

82.2

Gaussian Mixture Model

81.6

83.2

79.6

80.3

Conventional NN Confidence

86.9

85.8

85.3

82.6

Our Model

92.5

95.4

90.1

86.2

Model Variants 1

90.1

92.2

89.9

89.8

Model Variants 2

89.2

90.6

87.3

87.6