Table 17 Few-shot learning accuracy on UCSD Ped1 dataset.

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

Model

Accuracy (%)

Proposed model (Prototypical Networks)

88.4

Method4

79.5

Method8

76.8

Method15

74.2