Novelty Detection on Multi-background MNIST benchmark leaderboard · SOTA2 Research

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