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ResearchFormerly WizWand

Tabular Anomaly Detection on Arrhythmia

0.836AUC-ROCCausalTAD-135M
0.486560.577280.6680.75872Feb 6, 2026Feb 21, 2026Mar 9, 2026Mar 25, 2026Apr 9, 2026Apr 25, 2026May 11, 2026
Updated 5mo ago

Evaluation results

MethodLinks
CausalTAD-135Mbackbone=SmolLM-135M2026.020.836
EPHAD2026.050.8248
RTTAD2026.050.819
CTADBase Detector=KNN2026.020.8183
DIF2026.050.8167
CTADBase Detector=MCM2026.020.8155
ICL2026.020.8145
MCM2026.020.8114
CTADBase Detector=DRL2026.020.8048
AnoLLM-135Mbackbone=SmolLM-135M2026.020.803
DeepSVDD2026.020.7941
KNN2026.020.7933
NeuTraLAD2026.020.79
TTAD2026.050.7866
IForest2026.020.7734
GOAD2026.050.7694
OCSVM2026.020.7689
PCA2026.020.7684
IForest2026.020.763
MCM2026.050.7629
DRL2026.020.7588
PCA2026.020.756
ICL2026.020.746
DRL2026.050.7345
ECOD2026.020.734
GOAD2026.020.732
DTE2026.020.724
Iforest2026.050.7229
SLAD2026.050.7227
RCA2026.020.722
SLAD2026.020.72
ECOD2026.020.7199
KNN2026.020.718
ECOD2026.050.7175
NeuTral2026.020.717
NeuTraLAD2026.050.7127
DeepSVDD2026.020.712
ICL2026.050.7115
LUNAR2026.050.7089
LOF2026.050.6797
REPEN2026.020.6
DTE2026.020.5912
GOAD2026.020.581
AutoEncoder2026.020.5682
DeepSVDD2026.050.5022
OCSVM2026.050.5