Anomalous Sound Detection on DCASE T2 sec-eval 2020
88.5AmeanAdaBEAM
Evaluation results
| Method | Links | |
|---|---|---|
| AdaBEAMFeature Type=BEATs-iter3, Training Type=Training-free2026.03 | 88.5 | |
| BEAMFeature Type=BEATs-iter3, Training Type=Training-free2026.03 | 87.8 | |
| AdaBEAMFeature Type=EAT, Training Type=Training-free2026.03 | 86.5 | |
| BEAMFeature Type=EAT, Training Type=Training-free2026.03 | 86.1 | |
| AdaBEAMFeature Type=EAT-Large, Training Type=Training-free2026.03 | 86.1 | |
| BEAMFeature Type=EAT-Large, Training Type=Training-free2026.03 | 85.3 | |
| Global matching baseline + DMMFeature Type=BEATs-iter3, Training Type=Training-free2026.03 | 83.9 | |
| Global matching baselineFeature Type=BEATs-iter3, Training Type=Training-free, Source=Our implementation2026.03 | 82.7 | |
| Global matching baselineFeature Type=BEATs-iter3, Training Type=Training-free, Source=Reported in [13]2026.03 | 82.2 | |
| BEAMFeature Type=LPC Spectrum, Training Type=Training-free2026.03 | 80 | |
| Global matching baselineFeature Type=EAT-Large, Training Type=Training-free, Source=Reported in [13]2026.03 | 79.9 | |
| Global matching baseline + DMMFeature Type=EAT-Large, Training Type=Training-free2026.03 | 79.5 | |
| Global matching baseline + DMMFeature Type=EAT, Training Type=Training-free2026.03 | 78.6 | |
| AdaBEAMFeature Type=Log-Mel, Training Type=Training-free2026.03 | 78.2 | |
| Global matching baselineFeature Type=EAT-Large, Training Type=Training-free, Source=Our implementation2026.03 | 78 | |
| Global matching baselineFeature Type=EAT, Training Type=Training-free2026.03 | 77.7 | |
| AdaBEAMFeature Type=MFCC, Training Type=Training-free2026.03 | 76.5 | |
| Global matching baseline + DMMFeature Type=MFCC, Training Type=Training-free2026.03 | 76.4 | |
| Global matching baselineFeature Type=LPC Spectrum, Training Type=Training-free2026.03 | 76.4 | |
| ANP-IDNNTraining Type=Task-specific training2026.03 | 75.6 | |
| BEAMFeature Type=Log-Mel, Training Type=Training-free2026.03 | 75.4 | |
| BEAMFeature Type=MFCC, Training Type=Training-free2026.03 | 75.4 | |
| Global matching baseline + DMMFeature Type=Log-Mel, Training Type=Training-free2026.03 | 74.9 | |
| Global matching baselineFeature Type=MFCC, Training Type=Training-free2026.03 | 72.5 | |
| Global matching baselineFeature Type=Log-Mel, Training Type=Training-free2026.03 | 71.9 | |
| AETraining Type=Task-specific training2026.03 | 70 |