Anomalous Sound Detection
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
94.2Official Performance Metric
46
Mar 17, 2026
69.25Overall Performance Score
30
Feb 26, 2026
73.8HMean
27
Mar 17, 2026
66.3HMean
26
Mar 17, 2026
88.5Amean
26
Mar 17, 2026
63HMean
25
Mar 17, 2026
62.4HMean
25
Mar 17, 2026
74.2Official Performance Score
17
Mar 6, 2026
73.8Performance Metric
17
Mar 6, 2026
67Dataset-wise Harmonic Mean
16
Mar 6, 2026
67.1Official Performance Metric
16
Mar 6, 2026
71.8Dataset-wise Harmonic Mean
16
Mar 6, 2026
93.7Dataset-wise Harmonic Mean
16
Mar 6, 2026
94.3Official Performance Metric
15
Mar 6, 2026
67.8Performance Score
14
Mar 6, 2026
71.8Dataset-wise Harmonic Mean
12
Mar 6, 2026
71Official Performance Metric
12
Mar 6, 2026
73.9Official Performance Metric
10
Mar 6, 2026
60.96Harmonic Mean AUC (Target Domain)
8
Jun 18, 2026
63.2Dataset-wise Harmonic Mean
7
Mar 6, 2026
62.4Official Performance Metric
7
Mar 6, 2026
85.88Fan AUC
6
Feb 26, 2026
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—Primary metric
0
Jun 16, 2026