Multistage Analysis of Abnormal Human Behavior in Complex Scenes

Table 1

Frame-level AUC comparison for intrusion detection in different datasets.

Data	Method (AUC %)
	Literature [15]	Literature [17]	Ours
UMN	0.9325	0.9967	0.9681
CAVIAR	0.9173	0.9524	0.9597
USCD	0.9048	0.9250	0.9452
Average	0.9182	0.9580	0.9577

Note: boldface numbers indicate excellent indicators of each algorithm.