Anomaly Detection on SMAP (Affiliated-F1)
85.21Affiliated F1Autoformer
Evaluation results
| Method | Links | |
|---|---|---|
| AutoformerVariant=COGNOS2025.11 | 85.21 | |
| KANADVariant=COGNOS2025.11 | 84.91 | |
| DLinearVariant=COGNOS2025.11 | 84.37 | |
| TimesNetVariant=COGNOS2025.11 | 83.01 | |
| ModernTCNVariant=COGNOS2025.11 | 82.62 | |
| CrossADVariant=COGNOS2025.11 | 78.57 | |
| MICNVariant=COGNOS2025.11 | 78.56 | |
| LSTMAEVariant=COGNOS2025.11 | 77.7 | |
| ModernTCNVariant=Vanilla2025.11 | 73.21 | |
| MICNVariant=Vanilla2025.11 | 69.15 | |
| DLinearVariant=Vanilla2025.11 | 67.28 | |
| KANADVariant=Vanilla2025.11 | 66.66 | |
| AutoformerVariant=Vanilla2025.11 | 62.66 | |
| LSTMAEVariant=Vanilla2025.11 | 61.83 | |
| TimesNetVariant=Vanilla2025.11 | 52.89 | |
| CrossADVariant=Vanilla2025.11 | 48.71 | |
| TimeMixer++Variant=COGNOS2025.11 | 40.63 | |
| TimeMixer++Variant=Vanilla2025.11 | 37.64 |