Table 3 Area under the curve (AUC) 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)

95.2

Method3

84.5

Method9

78.9

Method14

86.7