Table 6 Timestamp efficiency for model inference (UCSD Ped1 dataset).

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

Model

Inference timestamp (ms)

Proposed model (TGAT + TARNN)

120

Method3

105

Method9

140

Method14

135

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