WADI
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Anomaly Detection | WADI | F1 Score49.51 | 44 | |
| Anomaly Detection | WADI | Training Time (s/epoch)115.91 | 24 | |
| Time Series Anomaly Detection | WADI | CCE66.43 | 20 | |
| Anomaly Detection | WADI (test) | Precision0.975 | 20 | |
| Multivariate Time Series Anomaly Detection | WADI | Precision18.5 | 19 | |
| Cyber-attack detection | WADI | Precision99.85 | 13 | |
| Multivariate Time Series Anomaly Detection | WADI 118d | Precision89.39 | 8 | |
| Attack Taxonomy Discrimination | WADI | MMD^20.034 | 5 | |
| Multi-class attack detection | WADI 15 scenarios (test) | Precision (Normal)95.8 | 5 | |
| Time-series Graph Anomaly Detection | WADI | AUC0.6788 | 4 | |
| Disruption mitigation and resilience evaluation | WADI 15 Attacks (test) | Relative Disruption (D_rel)0.461 | 4 |
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