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Outlier Detection on CreditA (AUC)
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0.991
AUC
ECOD
0.69772
0.77386
0.85
0.92614
Dec 21, 2025
AUC
Updated 5mo ago
Evaluation Results
Method
Method
Links
AUC
ECOD
Labeled Outliers=5
2025.12
0.991
GDOF
Labeled Outliers=5
2025.12
0.977
WFRDA
Labeled Outliers=5
2025.12
0.975
REPEN
Labeled Outliers=5
2025.12
0.948
DIF
Labeled Outliers=5
2025.12
0.867
DeepSVDD
Labeled Outliers=5
2025.12
0.865
LUNAR
Labeled Outliers=5
2025.12
0.837
PReNet
Labeled Outliers=5
2025.12
0.813
DevNet
Labeled Outliers=5
2025.12
0.805
DeepSAD
Labeled Outliers=5
2025.12
0.739
FEAWAD
Labeled Outliers=5
2025.12
0.709
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