Anomalous Sound Detection on DCASE T2 DG 2024 (dev)
62.4HMeanAdaBEAM
Evaluation results
| Method | Links | |
|---|---|---|
| AdaBEAMFeature Type=BEATs-iter3, Training Type=Training-free2026.03 | 62.4 | |
| BEAMFeature Type=BEATs-iter3, Training Type=Training-free2026.03 | 62.2 | |
| BEAMFeature Type=EAT, Training Type=Training-free2026.03 | 60.2 | |
| AdaBEAMFeature Type=EAT, Training Type=Training-free2026.03 | 60.2 | |
| AdaBEAMFeature Type=EAT-Large, Training Type=Training-free2026.03 | 59.9 | |
| BEAMFeature Type=EAT-Large, Training Type=Training-free2026.03 | 59.8 | |
| AdaBEAMFeature Type=MFCC, Training Type=Training-free2026.03 | 58.7 | |
| Global matching baseline + DMMFeature Type=Log-Mel, Training Type=Training-free2026.03 | 58.5 | |
| AdaBEAMFeature Type=Log-Mel, Training Type=Training-free2026.03 | 58.5 | |
| Global matching baseline + DMMFeature Type=MFCC, Training Type=Training-free2026.03 | 58.5 | |
| BEAMFeature Type=LPC Spectrum, Training Type=Training-free2026.03 | 58.5 | |
| BEAMFeature Type=MFCC, Training Type=Training-free2026.03 | 58.2 | |
| Global matching baselineFeature Type=BEATs-iter3, Training Type=Training-free, Source=Reported in [13]2026.03 | 58.1 | |
| BEAMFeature Type=Log-Mel, Training Type=Training-free2026.03 | 57.9 | |
| Global matching baseline + DMMFeature Type=BEATs-iter3, Training Type=Training-free2026.03 | 57.8 | |
| Global matching baselineFeature Type=BEATs-iter3, Training Type=Training-free, Source=Our implementation2026.03 | 57.7 | |
| Global matching baselineFeature Type=Log-Mel, Training Type=Training-free2026.03 | 57.4 | |
| Global matching baselineFeature Type=MFCC, Training Type=Training-free2026.03 | 57.3 | |
| Global matching baseline + DMMFeature Type=EAT, Training Type=Training-free2026.03 | 57.3 | |
| Global matching baseline + DMMFeature Type=EAT-Large, Training Type=Training-free2026.03 | 57.3 | |
| Global matching baselineFeature Type=EAT, Training Type=Training-free2026.03 | 57.1 | |
| Global matching baselineFeature Type=EAT-Large, Training Type=Training-free, Source=Reported in [13]2026.03 | 56.8 | |
| Global matching baselineFeature Type=EAT-Large, Training Type=Training-free, Source=Our implementation2026.03 | 56.8 | |
| Global matching baselineFeature Type=LPC Spectrum, Training Type=Training-free2026.03 | 56.2 | |
| AETraining Type=Task-specific training2026.03 | 55.4 |