Anomalous Sound Detection on DCASE 2024
67Dataset-wise Harmonic MeanDCASE2024 Challenge winner
Evaluation results
| Method | Links | |
|---|---|---|
| DCASE2024 Challenge winnertraining-free=false2026.03 | 67 | |
| Jiang et al.training-free=false2026.03 | 65 | |
| Han et al.training-free=false2026.03 | 64.8 | |
| Fujimura et al.training-free=false2026.03 | 64.7 | |
| Jiang et al.training-free=false2026.03 | 64 | |
| Fujimura et al.training-free=false2026.03 | 60.7 | |
| Wilkinghoff et al.training-free=false2026.03 | 60.5 | |
| Wilkinghoff et al. (BEATs)training-free=true2026.03 | 60.2 | |
| EATtraining-free=true, pooling=Hybrid RDP+GeM2026.03 | 59.9 | |
| Matsumoto et al.training-free=false2026.03 | 59.8 | |
| BEATstraining-free=true, pooling=Hybrid RDP+GeM2026.03 | 59.4 | |
| openL3training-free=true, pooling=Hybrid RDP+GeM2026.03 | 59.3 | |
| Zhang et al. (ECHO)training-free=true2026.03 | 57.9 | |
| Dashengtraining-free=true, pooling=Hybrid RDP+GeM2026.03 | 57.8 | |
| Fujimura et al. (BEATs)training-free=true2026.03 | 56.7 | |
| Fan et al. (FISHER)training-free=true2026.03 | 55.6 |