Table 7 False positive rate comparison for UCSD Ped2 dataset.

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

Model

False positive rate (%)

Proposed Model (MVAE + Spatiotemporal Autoencoder)

6.5

Method3

14.7

Method9

12.3

Method14

11.2