Anomalous Sound Detection on DCASE 2022
71.8Dataset-wise Harmonic MeanFujimura et al.
Evaluation results
| Method | Links | |
|---|---|---|
| Fujimura et al.training-free=false2026.03 | 71.8 | |
| Wilkinghofftraining-free=false2026.03 | 70 | |
| Matsumoto et al.training-free=false2026.03 | 69.9 | |
| Han et al.training-free=false2026.03 | 69.4 | |
| BEATstraining-free=true, pooling=Hybrid RDP+GeM2026.03 | 65.6 | |
| openL3training-free=true, pooling=Hybrid RDP+GeM2026.03 | 62.9 | |
| Wilkinghofftraining-free=false2026.03 | 62.9 | |
| EATtraining-free=true, pooling=Hybrid RDP+GeM2026.03 | 62.8 | |
| Dashengtraining-free=true, pooling=Hybrid RDP+GeM2026.03 | 61.1 | |
| Fujimura et al. (BEATs)training-free=true2026.03 | 60.9 | |
| Zhang et al. (ECHO)training-free=true2026.03 | 60 | |
| Fan et al. (FISHER)training-free=true2026.03 | 59.6 |