Table 5 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)

87.9

Method3

76.8

Method9

74.2

Method14

81.1