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ResearchFormerly WizWand

Novelty Detection on Multi-background MNIST

85.74Metric 0SND

Evaluation results

Method	Links
SND2025.04		85.74	97.68	71.35	84.4	75.55	74.59	90.39	85.09	80.24	74.08	82.27
SUOD2025.04		64.52	67.42	65.79	67.72	70.17	69.37	65.46	67.24	65.1	67.7	67.05
DeepSVDD2025.04		63.92	58.84	72.46	56.69	48.24	88.63	66.82	76	62.02	62.95	65.66
COPOD2025.04		62.82	70.33	63.77	64.41	65.8	64.33	64.44	66.05	63.81	65.95	65.17
GNL2025.04		61.47	93.07	50.04	82.73	63.2	54.3	60.23	68.56	60.58	56.51	65.07
MO_GAAL2025.04		61.41	72.2	69.4	77.73	65.74	58	71.48	71.23	73.13	73.63	69.4
INNE2025.04		61.23	57.83	63.72	63.15	61.8	66.64	62.72	65.09	58.84	61.37	62.24
ECOD2025.04		57.29	61.46	60.37	60.41	62.13	61.19	60.22	61.29	59.67	61.53	60.56
ERM2025.04		36.42	95.36	42	42.25	38.25	40.29	51.65	51.96	48	40.54	48.67
IRM2025.04		35.65	96.32	40.41	37.54	38.47	37.09	47.72	63.56	47.82	41.29	48.59
ALAD2025.04		27.97	29.07	7.58	17.22	8.85	25.06	13.84	9.77	22.37	16.93	17.87
AnoGAN2025.04		4.86	0.36	32.28	52.98	52.43	43.97	9.63	33.07	22.85	36.38	28.88