Anomaly Detection on SMKC holdout-C, anomaly rate 0.10 synthetic (test)
0.549AUPRCSMKC-ENS(HYB)
Evaluation results
| Method | Links | |
|---|---|---|
| SMKC-ENS(HYB)Protocol=holdout-C, Aggregation=Averaged over tested C values2026.01 | 0.549 | |
| SMKC-Recon(HYB)Protocol=holdout-C, Aggregation=Averaged over tested C values2026.01 | 0.542 | |
| Pad+Mask GRU-AE(Cmax)Protocol=holdout-C, Aggregation=Averaged over tested C values2026.01 | 0.539 | |
| GRU-AE(gseq)Protocol=holdout-C, Aggregation=Averaged over tested C values2026.01 | 0.533 | |
| RandProj-kNN(SMKC)Protocol=holdout-C, Aggregation=Averaged over tested C values2026.01 | 0.531 | |
| AnomalyTransformer(gseq)Protocol=holdout-C, Aggregation=Averaged over tested C values2026.01 | 0.522 | |
| TS-MAE(gseq)Protocol=holdout-C, Aggregation=Averaged over tested C values2026.01 | 0.449 | |
| StatsPool-kNNProtocol=holdout-C, Aggregation=Averaged over tested C values2026.01 | 0.267 |