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

Table 4

Comparison results of different models on ShanghaiTech.

Model	ResNet50	ResNet100	ResNet150	VGG16
RGB AUC (%)	94.53	95.11	95.28	83.07
Flow AUC (%)	95.42	94.81	95.28	95.49
Two AUC (%)	95.53	95.23	95.38	95.85