Anomaly Detection on DCASE RMIS Benchmark benchmark leaderboard · SOTA2 Research

Anomaly Detection on DCASE RMIS Benchmark

74.2DCASE 20 ScoreBEATs

Evaluation Results

Method	Links
BEATs2025.07		74.2	60.5	58.95	63.31	56.93	59.09	62.16	57.3
EAT2025.07		73.81	57.06	57.94	60.29	57.78	60.34	61.2	58.03
EAT2025.07		72.69	58.03	58.84	59.35	56.48	58.65	60.67	57.62
FISHER2025.07		71.04	59.48	59.64	62.63	55.62	58.46	61.15	62.23
FISHER2025.07		70.86	58.76	56.4	58.62	53.64	56.37	59.11	61.12
FISHER2025.07		70.19	58.4	57.62	61.07	54.59	55.75	59.6	61.43
DaSheng2025.07		69.52	57.06	55.82	61.14	56.32	56.01	59.31	55.91
DaSheng2025.07		69.25	57.28	56.02	60.95	56.39	55.82	59.28	56.37
DaSheng2025.07		68.35	56.76	55.35	59.85	56.34	55.41	58.68	55.43
CED2025.07		67.6	56.67	56.95	60.99	57.89	58.45	59.76	56.71
CED2025.07		67.5	56.65	56.87	60.76	57.88	58.15	59.63	56.01
CED2025.07		67.48	56.35	56.59	60.05	57.44	58.26	59.36	55.95
CED2025.07		66.99	56.17	56.75	60.09	56.4	58.4	59.15	55.36
AudioMAE2025.07		63.87	54.86	56.34	57.96	55.3	56.82	57.52	51.61