Table 5.

Pixel-level AUC and EER performance of abnormal object localization on Avenue dataset. The best performance on each dataset is highlighted by bold number.

Methods	AUC	EER
OC-SVM [26]	33.16	47.55
GMM [26]	43.06	43.13
Multilevel Representations [19]	52.82	38.83
Ours	74.43	30.21