Table 15 AUC comparison for anomaly detection on UCSD Ped2 dataset.

From: Design of an integrated model with temporal graph attention and transformer-augmented RNNs for enhanced anomaly detection

Model

AUC (%)

Proposed model (MVAE + TGAT)

95.4

Method4

87.2

Method8

83.5

Method15

80.8

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