Table 18 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)

6.3

Method4

14.5

Method8

12.8

Method15

11.7