Anomalous Sound Detection on DCASE 2020
93.7Dataset-wise Harmonic MeanWilkinghoff et al.
Evaluation results
| Method | Links | |
|---|---|---|
| Wilkinghoff et al.training-free=false2026.03 | 93.7 | |
| Jiang et al.training-free=false2026.03 | 92.6 | |
| Han et al.training-free=false2026.03 | 92.1 | |
| Fujimura et al.training-free=false2026.03 | 91.9 | |
| Wilkinghofftraining-free=false2026.03 | 91.7 | |
| Hou et al.training-free=false2026.03 | 90.4 | |
| BEATstraining-free=true, pooling=Hybrid RDP+GeM2026.03 | 87.1 | |
| Wilkinghoff et al. (BEATs)training-free=true2026.03 | 81.8 | |
| openL3training-free=true, pooling=Hybrid RDP+GeM2026.03 | 81.2 | |
| Dashengtraining-free=true, pooling=Hybrid RDP+GeM2026.03 | 81.2 | |
| EATtraining-free=true, pooling=Hybrid RDP+GeM2026.03 | 80.6 | |
| Fujimura et al. (BEATs)training-free=true2026.03 | 77.2 | |
| Wilkinghoff (STFT)training-free=true2026.03 | 74.5 | |
| Zhang et al. (ECHO)training-free=true2026.03 | 72.2 | |
| Fan et al. (FISHER)training-free=true2026.03 | 71 | |
| Koizumi et al.training-free=false2026.03 | 68.3 |