Anomaly Detection on SMKC holdout-C, anomaly rate 0.01 synthetic (test)
46.3AUPRCSMKC-Recon(HYB)
Evaluation results
| Method | Links | |
|---|---|---|
| SMKC-Recon(HYB)Protocol=holdout-C, Aggregation=Averaged over tested C values2026.01 | 46.3 | |
| SMKC-ENS(HYB)Protocol=holdout-C, Aggregation=Averaged over tested C values2026.01 | 45.9 | |
| Pad+Mask GRU-AE(Cmax)Protocol=holdout-C, Aggregation=Averaged over tested C values2026.01 | 44.9 | |
| GRU-AE(gseq)Protocol=holdout-C, Aggregation=Averaged over tested C values2026.01 | 44.4 | |
| RandProj-kNN(SMKC)Protocol=holdout-C, Aggregation=Averaged over tested C values2026.01 | 43.6 | |
| AnomalyTransformer(gseq)Protocol=holdout-C, Aggregation=Averaged over tested C values2026.01 | 43.1 | |
| TS-MAE(gseq)Protocol=holdout-C, Aggregation=Averaged over tested C values2026.01 | 27.9 | |
| StatsPool-kNNProtocol=holdout-C, Aggregation=Averaged over tested C values2026.01 | 10.1 |