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Tabular Anomaly Detection on Vehicle insurance (F1 score)
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17.4
F1 Score
CausalTAD
8.768
11.009
13.25
15.491
Feb 8, 2026
F1 Score
Updated 4d ago
Evaluation Results
Method
Method
Links
F1 Score
CausalTAD
Model Variant=SmolLM-360M
2026.02
17.4
CausalTAD
Model Variant=SmolLM-135M
2026.02
16.2
SLAD
Method Category=Deep l...
2026.02
15.5
KNN
Method Category=Classi...
2026.02
13.5
RCA
Method Category=Deep l...
2026.02
13.5
REPEN
Method Category=Deep l...
2026.02
12.6
PCA
Method Category=Classi...
2026.02
12.4
DTE
Method Category=Deep l...
2026.02
12.1
NeuTral
Method Category=Deep l...
2026.02
12
GOAD
Method Category=Deep l...
2026.02
11.9
DeepSVDD
Method Category=Deep l...
2026.02
11.5
ECOD
Method Category=Classi...
2026.02
11.2
IForest
Method Category=Classi...
2026.02
11
ICL
Method Category=Deep l...
2026.02
10.8
AnoLLM
Model Variant=SmolLM-360M
2026.02
10.8
AnoLLM
Model Variant=SmolLM-135M
2026.02
9.1
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