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Anomaly Detection on DCASE RMIS Benchmark

74.2DCASE 20 Score

BEATs

Updated 4d ago

Evaluation Results

Method	Links
BEATs 2025.07		74.2	60.5	58.95	63.31	56.93	59.09	62.16	57.3
EAT 2025.07		73.81	57.06	57.94	60.29	57.78	60.34	61.2	58.03
EAT 2025.07		72.69	58.03	58.84	59.35	56.48	58.65	60.67	57.62
FISHER 2025.07		71.04	59.48	59.64	62.63	55.62	58.46	61.15	62.23
FISHER 2025.07		70.86	58.76	56.4	58.62	53.64	56.37	59.11	61.12
FISHER 2025.07		70.19	58.4	57.62	61.07	54.59	55.75	59.6	61.43
DaSheng 2025.07		69.52	57.06	55.82	61.14	56.32	56.01	59.31	55.91
DaSheng 2025.07		69.25	57.28	56.02	60.95	56.39	55.82	59.28	56.37
DaSheng 2025.07		68.35	56.76	55.35	59.85	56.34	55.41	58.68	55.43
CED 2025.07		67.6	56.67	56.95	60.99	57.89	58.45	59.76	56.71
CED 2025.07		67.5	56.65	56.87	60.76	57.88	58.15	59.63	56.01
CED 2025.07		67.48	56.35	56.59	60.05	57.44	58.26	59.36	55.95
CED 2025.07		66.99	56.17	56.75	60.09	56.4	58.4	59.15	55.36
AudioMAE 2025.07		63.87	54.86	56.34	57.96	55.3	56.82	57.52	51.61