Anomaly Detection on SMKC holdout-C anomaly rate 0.05 synthetic (test)
50.4AUPRCSMKC-ENS(HYB)
Evaluation results
| Method | Links | |
|---|---|---|
| SMKC-ENS(HYB)Protocol=holdout-C, Aggregation=Averaged over tested C values2026.01 | 50.4 | |
| SMKC-Recon(HYB)Protocol=holdout-C, Aggregation=Averaged over tested C values2026.01 | 49.7 | |
| Pad+Mask GRU-AE(Cmax)Protocol=holdout-C, Aggregation=Averaged over tested C values2026.01 | 48.7 | |
| GRU-AE(gseq)Protocol=holdout-C, Aggregation=Averaged over tested C values2026.01 | 48.6 | |
| RandProj-kNN(SMKC)Protocol=holdout-C, Aggregation=Averaged over tested C values2026.01 | 48.1 | |
| AnomalyTransformer(gseq)Protocol=holdout-C, Aggregation=Averaged over tested C values2026.01 | 47.5 | |
| TS-MAE(gseq)Protocol=holdout-C, Aggregation=Averaged over tested C values2026.01 | 36.5 | |
| StatsPool-kNNProtocol=holdout-C, Aggregation=Averaged over tested C values2026.01 | 17.5 |