Table 19 Inference time for real-time anomaly detection (UCSD Ped1 dataset).

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

Model

Inference time (ms)

Proposed model (TGAT + TARNN)

115

Method4

98

Method8

132

Method15

125