Anomaly Event Detection in Security Surveillance Using Two-Stream Based Model

Table 3

Comparison results of different models on UCF-Crime.

Model	ResNet50	ResNet100	ResNet150	VGG16
RGB AUC (%)	78.51	76.84	77.44	71.21
Flow AUC (%)	79.92	77.51	77.93	80.29
Two AUC (%)	80.87	79.54	79.19	80.58