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Tabular Anomaly Detection on Seismic (F1 score)
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46.5
F1 Score
CausalTAD
18.42
25.71
33
40.29
Feb 8, 2026
F1 Score
Updated 4d ago
Evaluation Results
Method
Method
Links
F1 Score
CausalTAD
Model Variant=SmolLM-135M
2026.02
46.5
CausalTAD
Model Variant=SmolLM-360M
2026.02
44.7
AnoLLM
Model Variant=SmolLM-360M
2026.02
33.6
RCA
Method Category=Deep l...
2026.02
32
REPEN
Method Category=Deep l...
2026.02
30.6
ICL
Method Category=Deep l...
2026.02
29.8
GOAD
Method Category=Deep l...
2026.02
29.5
KNN
Method Category=Classi...
2026.02
29.1
SLAD
Method Category=Deep l...
2026.02
28.5
ECOD
Method Category=Classi...
2026.02
28.2
AnoLLM
Model Variant=SmolLM-135M
2026.02
27.9
PCA
Method Category=Classi...
2026.02
26.6
DeepSVDD
Method Category=Deep l...
2026.02
25.8
IForest
Method Category=Classi...
2026.02
25.1
DTE
Method Category=Deep l...
2026.02
23.9
NeuTral
Method Category=Deep l...
2026.02
19.5
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