Table 3.

Anomaly Detection Performance on KDD99, Arrhythmia, and Satellite datasets. Better results are marked in bold.

Method	KDD99			Arrhythmia			Satellite
	Precision	Recall	F1	Precision	Recall	F1	Precision	Recall	F1
OC-SVM [4]	74.57	85.23	79.54	53.97	40.82	45.81	52.42	59.99	61.07
IF [8]	92.16	93.73	92.94	51.47	54.69	53.03	60.81	94.89	75.40
DSEBM-r [21]	85.21	64.72	73.28	15.15	15.13	15.10	67.84	68.61	68.22
DSEBM-e [21]	86.19	64.66	73.99	46.67	45.65	46.01	67.79	68.56	68.18
DAGMM [23]	92.97	94.42	93.69	49.09	50.78	49.83	80.77	81.6	81.19
AnoGAN [13]	87.86	82.97	88.65	41.18	43.75	42.42	71.19	72.03	71.59
ALAD [20]	94.27	95.77	95.01	50	53.13	51.52	79.41	80.32	79.85
CADGMM	96.01	97.53	96.71	56.41	57.89	57.14	81.99	82.75	82.37