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

Table 5

Comparison results of different models of two streams with different number of layers on UCF-Crime.

Flow	RGB
	ResNet50	ResNet100	ResNet150	VGG16
ResNet50	80.87	80.48	80.19	80.08
ResNet100	80.22	79.54	79.16	78.28
ResNet150	80.11	79.66	79.19	78.75
VGG16	81.21	80.8	80.54	80.58