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Anomalous Sound Detection on DCASE 2025 (eval)

62.4Official Performance MetricBEATs
56.26457.85759.4561.043Mar 4, 2026

Evaluation results

MethodLinks
BEATstraining-free=true, pooling=Hybrid RDP+GeM2026.0362.4
DCASE2025 Challenge winnertraining-free=false2026.0361.6
Fujimura et al.training-free=false2026.0360
openL3training-free=true, pooling=Hybrid RDP+GeM2026.0358.6
EATtraining-free=true, pooling=Hybrid RDP+GeM2026.0358.5
Dashengtraining-free=true, pooling=Hybrid RDP+GeM2026.0357.9
Harada et al.training-free=false2026.0356.5