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Anomalous Sound Detection on DCASE 2025 (dev)
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60.96
Harmonic Mean AUC (Target Domain)
oracle (per machine, post hoc)
31.6008
39.2229
46.845
54.4671
Jun 17, 2026
Harmonic Mean AUC (Target Domain)
Official Performance Metric
Updated 1mo ago
Evaluation Results
Method
Method
Links
Harmonic Mean AUC (Target Domain)
Official Performance Metric
oracle (per machine, post hoc)
Backbone=frozen BEATs,...
2026.06
60.96
-
best fixed backend (d.-n. kNN)
Backbone=frozen BEATs,...
2026.06
60.96
-
fusion Z-MIN
Backbone=frozen BEATs,...
2026.06
59.01
-
expected blind pick
Backbone=frozen BEATs,...
2026.06
43.53
-
fusion z-mean
Backbone=frozen BEATs,...
2026.06
40.21
-
fusion z-max
Backbone=frozen BEATs,...
2026.06
39.27
-
pseudo-validation selection
Backbone=frozen BEATs,...
2026.06
35.51
-
worst per machine
Backbone=frozen BEATs,...
2026.06
32.73
-
openL3
training-free=true, po...
2026.03
-
60.6
BEATs
training-free=true, po...
2026.03
-
64
EAT
training-free=true, po...
2026.03
-
63
Dasheng
training-free=true, po...
2026.03
-
61.3
Fujimura et al.
training-free=false
2026.03
-
64.9
DCASE2025 Challenge winner
training-free=false
2026.03
-
60.9
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