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Benchmarks
Anomaly Detection on ADBench ID 1
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66.95
AUCROC
LOF
49.8836
54.3143
58.745
63.1757
Mar 15, 2026
AUCROC
Updated 1mo ago
Evaluation Results
Method
Method
Links
AUCROC
LOF
setting=noisy-context
2026.03
66.95
COF
setting=noisy-context
2026.03
64.11
KNN
setting=noisy-context
2026.03
62.55
SOD
setting=noisy-context
2026.03
62.07
TACTIC
setting=noisy-context
2026.03
59.86
TCCM
setting=noisy-context
2026.03
57.37
PCA
setting=noisy-context
2026.03
56.08
IForest
setting=noisy-context
2026.03
55.93
ECOD
setting=noisy-context
2026.03
55.48
DeepSVDD
setting=noisy-context
2026.03
55.21
OCSVM
setting=noisy-context
2026.03
54.9
HBOS
setting=noisy-context
2026.03
54.04
uTabPFN
setting=noisy-context
2026.03
53.69
COPOD
setting=noisy-context
2026.03
53.2
DAGMM
setting=noisy-context
2026.03
51.31
LODA
setting=noisy-context
2026.03
50.64
CBLOF
setting=noisy-context
2026.03
50.54
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