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Benchmarks
Artifact Detection on Per-sample diagnostics Cross-class noise
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0.9969
AUROC
VGGish
0.857852
0.893951
0.93005
0.966149
May 7, 2026
AUROC
Separation Ratio
Updated 26d ago
Evaluation Results
Method
Method
Links
AUROC
Separation Ratio
VGGish
epsilon (ε)=0.05
2026.05
0.9969
63.82
CLAP
epsilon (ε)=0.05
2026.05
0.9951
10.04
EnCodec
epsilon (ε)=0.05
2026.05
0.9642
35.93
PANNs
epsilon (ε)=0.05
2026.05
0.8966
43.25
AudioMAE
epsilon (ε)=0.05
2026.05
0.8632
53.42
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