Anomaly Detection on SIREN DCASE Tasks 2020-2025 benchmark leaderboard · SOTA2 Research

Anomaly Detection on SIREN DCASE Tasks 2020-2025

74.26Performance 2020 (16k)BEATs

Evaluation Results

Method	Links
BEATs2025.08		74.26	61.31	58.97	62.89	55.89	57.84	61.86	71.86
EAT2025.08		73.94	57.47	58.54	61.66	57.89	60.01	61.58	74.28
ECHO2025.08		72.23	60.2	59.96	63.71	57.86	58.7	62.11	77.65
EAT2025.08		72.13	57.79	58.57	59.69	57.12	59.75	60.84	74.15
FISHER2025.08		70.64	58.51	57.11	58.46	55.34	57.69	59.62	75.71
FISHER2025.08		70.54	59.51	59.79	61.83	55.66	58.68	61	76.86
ECHO2025.08		70.14	59.01	59.76	63.75	56.91	58.4	61.33	76.94
FISHER2025.08		69.98	58.39	57.91	60.35	55.91	56.9	59.91	75.5
Dasheng2025.08		69.48	57.06	57.29	61.23	57.13	57.12	59.88	75.48
Dasheng2025.08		69.15	57.27	57.87	60.7	57.71	57.01	59.95	76.04
Dasheng2025.08		68.18	56.76	56.61	59.94	56.75	56.73	59.16	75.45
CED2025.08		67.75	56.67	57.26	60.84	57.83	57.72	59.68	71.28
CED2025.08		67.69	56.66	56.79	60.04	57.24	57.89	59.39	70.67
CED2025.08		67.59	56.35	57.03	59.85	56.39	57.43	59.11	70.08
CED2025.08		67.21	56.17	56.77	59.61	56.19	57.82	58.96	69.76