Anomalous Sound Detection on DCASE T2 DG sec-eval 2023
73.8HMeanGlobal matching baseline
Evaluation results
| Method | Links | |
|---|---|---|
| Global matching baselineFeature Type=BEATs-iter3, Training Type=Training-free, Source=Reported in [9]2026.03 | 73.8 | |
| BEAMFeature Type=BEATs-iter3, Training Type=Training-free2026.03 | 73.1 | |
| AdaBEAMFeature Type=BEATs-iter3, Training Type=Training-free2026.03 | 73.1 | |
| BEAMFeature Type=EAT, Training Type=Training-free2026.03 | 71.7 | |
| AdaBEAMFeature Type=EAT, Training Type=Training-free2026.03 | 71.5 | |
| BEAMFeature Type=EAT-Large, Training Type=Training-free2026.03 | 71.2 | |
| AdaBEAMFeature Type=EAT-Large, Training Type=Training-free2026.03 | 71.1 | |
| Global matching baseline + DMMFeature Type=BEATs-iter3, Training Type=Training-free2026.03 | 70.9 | |
| Global matching baselineFeature Type=BEATs-iter3, Training Type=Training-free, Source=Our implementation2026.03 | 70.8 | |
| AdaBEAMFeature Type=Log-Mel, Training Type=Training-free2026.03 | 67.9 | |
| BEAMFeature Type=Log-Mel, Training Type=Training-free2026.03 | 67.8 | |
| Global matching baselineFeature Type=BEATs-iter3, Training Type=Training-free, Source=Reported in [13]2026.03 | 67.6 | |
| BEAMFeature Type=LPC Spectrum, Training Type=Training-free2026.03 | 66.2 | |
| Global matching baseline + DMMFeature Type=EAT, Training Type=Training-free2026.03 | 66.2 | |
| Global matching baselineFeature Type=EAT-Large, Training Type=Training-free, Source=Reported in [13]2026.03 | 66.1 | |
| Global matching baselineFeature Type=EAT, Training Type=Training-free2026.03 | 66 | |
| UnlabeledASDTraining Type=Task-specific training, Source=PL2026.03 | 65.5 | |
| Global matching baseline + DMMFeature Type=EAT-Large, Training Type=Training-free2026.03 | 65 | |
| BEAMFeature Type=MFCC, Training Type=Training-free2026.03 | 64.8 | |
| Global matching baselineFeature Type=EAT-Large, Training Type=Training-free, Source=Our implementation2026.03 | 64.7 | |
| AdaBEAMFeature Type=MFCC, Training Type=Training-free2026.03 | 64.6 | |
| Global matching baselineFeature Type=LPC Spectrum, Training Type=Training-free2026.03 | 64.6 | |
| Global matching baselineFeature Type=MFCC, Training Type=Training-free2026.03 | 64.3 | |
| Global matching baseline + DMMFeature Type=MFCC, Training Type=Training-free2026.03 | 63.4 | |
| Global matching baseline + DMMFeature Type=Log-Mel, Training Type=Training-free2026.03 | 61.9 | |
| AETraining Type=Task-specific training2026.03 | 61.1 | |
| Global matching baselineFeature Type=Log-Mel, Training Type=Training-free2026.03 | 60.5 |