Outlier Detection on Waveform (Group I)
84.3AUROC (%)UniOD
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| UniODAggregation=Average over 5 runs2025.07 | 84.3 | 9.6 | |
| kNNAggregation=Average over 5 runs2025.07 | 75.35 | 13.26 | |
| KDEAggregation=Average over 5 runs2025.07 | 75.12 | 11.44 | |
| DTE-NPAggregation=Average over 5 runs2025.07 | 73.89 | 11.35 | |
| MetaODAggregation=Average over 5 runs2025.07 | 69.4 | 4.84 | |
| NeutralADAggregation=Average over 5 runs2025.07 | 69.31 | 33.56 | |
| DSVDDAggregation=Average over 5 runs2025.07 | 64.7 | 4.61 | |
| ICLAggregation=Average over 5 runs2025.07 | 62.36 | 6.19 | |
| KPCA+MLPAggregation=Average over 5 runs2025.07 | 62.04 | 5.78 | |
| ECODAggregation=Average over 5 runs2025.07 | 60.35 | 4.05 | |
| AEAggregation=Average over 5 runs2025.07 | 60.25 | 4.25 | |
| DPADAggregation=Average over 5 runs2025.07 | 55.22 | 4.22 | |
| MLP+TFAggregation=Average over 5 runs2025.07 | 54.44 | 3.79 | |
| SLADAggregation=Average over 5 runs2025.07 | 44.54 | 2.41 |