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Tabular Anomaly Detection on Fraud ecommerce (F1 score)
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F1 Score
KNN
0.13992
0.36321
0.5865
0.80979
Feb 8, 2026
F1 Score
Updated 1mo ago
Evaluation Results
Method
Method
Links
F1 Score
KNN
Method Category=Classi...
2026.02
1
DeepSVDD
Method Category=Deep l...
2026.02
1
RCA
Method Category=Deep l...
2026.02
1
NeuTral
Method Category=Deep l...
2026.02
1
ICL
Method Category=Deep l...
2026.02
1
DTE
Method Category=Deep l...
2026.02
1
REPEN
Method Category=Deep l...
2026.02
1
AnoLLM
Model Variant=SmolLM-135M
2026.02
1
CausalTAD
Model Variant=SmolLM-135M
2026.02
1
AnoLLM
Model Variant=SmolLM-360M
2026.02
0.992
CausalTAD
Model Variant=SmolLM-360M
2026.02
0.992
SLAD
Method Category=Deep l...
2026.02
0.988
GOAD
Method Category=Deep l...
2026.02
0.92
ECOD
Method Category=Classi...
2026.02
0.408
PCA
Method Category=Classi...
2026.02
0.209
IForest
Method Category=Classi...
2026.02
0.173
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