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ResearchFormerly WizWand

Anomaly Detection on SMKC holdout-C, anomaly rate 0.20 synthetic (test)

0.619AUPRCSMKC-ENS(HYB)
0.366280.431890.49750.56311Jan 28, 2026
Updated 8mo ago

Evaluation results

MethodLinks
SMKC-ENS(HYB)Protocol=holdout-C, Aggregation=Averaged over tested C values2026.010.619
SMKC-Recon(HYB)Protocol=holdout-C, Aggregation=Averaged over tested C values2026.010.611
Pad+Mask GRU-AE(Cmax)Protocol=holdout-C, Aggregation=Averaged over tested C values2026.010.61
GRU-AE(gseq)Protocol=holdout-C, Aggregation=Averaged over tested C values2026.010.607
RandProj-kNN(SMKC)Protocol=holdout-C, Aggregation=Averaged over tested C values2026.010.601
AnomalyTransformer(gseq)Protocol=holdout-C, Aggregation=Averaged over tested C values2026.010.6
TS-MAE(gseq)Protocol=holdout-C, Aggregation=Averaged over tested C values2026.010.531
StatsPool-kNNProtocol=holdout-C, Aggregation=Averaged over tested C values2026.010.376