Anomaly Detection on SWaT (Affiliated-F1)
96.43Affiliated F1ModernTCN
Evaluation results
| Method | Links | |
|---|---|---|
| ModernTCNVariant=COGNOS2025.11 | 96.43 | |
| TimesNetVariant=COGNOS2025.11 | 96.01 | |
| MICNVariant=COGNOS2025.11 | 95.75 | |
| AutoformerVariant=COGNOS2025.11 | 95.71 | |
| KANADVariant=COGNOS2025.11 | 95.43 | |
| DLinearVariant=COGNOS2025.11 | 95.42 | |
| LSTMAEVariant=COGNOS2025.11 | 95.21 | |
| CrossADVariant=COGNOS2025.11 | 95.11 | |
| TimeMixer++Variant=COGNOS2025.11 | 95.09 | |
| MICNVariant=Vanilla2025.11 | 61.11 | |
| TimesNetVariant=Vanilla2025.11 | 58.73 | |
| LSTMAEVariant=Vanilla2025.11 | 46.77 | |
| DLinearVariant=Vanilla2025.11 | 42.83 | |
| AutoformerVariant=Vanilla2025.11 | 39.67 | |
| CrossADVariant=Vanilla2025.11 | 29.73 | |
| TimeMixer++Variant=Vanilla2025.11 | 29.46 | |
| KANADVariant=Vanilla2025.11 | 29.05 | |
| ModernTCNVariant=Vanilla2025.11 | 24.95 |