Normalizing Flow-Based Industrial Complex Background Anomaly Detection

Table 5

Ablation was studied on HSRBD datasets on average by adding different modules.

	AUROC (%)	Recall_Norm (%)	Recall_Ano (%)	Accuracy (%)
CSFlow	83.4	77.1	79.7	77.6
CA	87.60	87.06	78.08	83.85
SA	80.07	74.58	79.68	75.12
CSA-Flow	94.08	98.41	83.53	94.43

Bold values denote the best result by using which module.