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Tabular Anomaly Detection on Lymphography (F1 score)
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F1 Score
CausalTAD
0.20232
0.40941
0.6165
0.82359
Feb 8, 2026
F1 Score
Updated 4d ago
Evaluation Results
Method
Method
Links
F1 Score
CausalTAD
Model Variant=SmolLM-360M
2026.02
1
CausalTAD
Model Variant=SmolLM-135M
2026.02
0.833
AnoLLM
Model Variant=SmolLM-360M
2026.02
0.8
AnoLLM
Model Variant=SmolLM-135M
2026.02
0.767
KNN
Method Category=Classi...
2026.02
0.667
RCA
Method Category=Deep l...
2026.02
0.667
SLAD
Method Category=Deep l...
2026.02
0.667
GOAD
Method Category=Deep l...
2026.02
0.667
ICL
Method Category=Deep l...
2026.02
0.667
DTE
Method Category=Deep l...
2026.02
0.667
REPEN
Method Category=Deep l...
2026.02
0.667
NeuTral
Method Category=Deep l...
2026.02
0.633
PCA
Method Category=Classi...
2026.02
0.567
DeepSVDD
Method Category=Deep l...
2026.02
0.567
ECOD
Method Category=Classi...
2026.02
0.4
IForest
Method Category=Classi...
2026.02
0.233
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