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Benchmarks
Outlier Detection on Breast (AUC)
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65.9
AUC
ECOD
48.636
53.118
57.6
62.082
Dec 21, 2025
AUC
Updated 5mo ago
Evaluation Results
Method
Method
Links
AUC
ECOD
Labeled Outliers=5
2025.12
65.9
LUNAR
Labeled Outliers=5
2025.12
65.9
WFRDA
Labeled Outliers=5
2025.12
65.7
REPEN
Labeled Outliers=5
2025.12
64.9
DIF
Labeled Outliers=5
2025.12
60.9
DeepSVDD
Labeled Outliers=5
2025.12
58.1
GDOF
Labeled Outliers=5
2025.12
58
DeepSAD
Labeled Outliers=5
2025.12
57
FEAWAD
Labeled Outliers=5
2025.12
52.8
DevNet
Labeled Outliers=5
2025.12
50.7
PReNet
Labeled Outliers=5
2025.12
49.3
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