Table 7 The evaluation results of the abnormal generation quality.

From: Unbalanced power anomaly detection model based on improved transformer and countermeasure encoder

Generation method

FID(↓)

Recall rate (%)(↑)

GAN-SMOTE (2021)

38.2

72.5

DAG (2022)

31.7

78.3

AAE of this theme

28.4

83.6

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