Anomaly Detection on MSL (Affiliated-F1)
94.6Affiliated-F1LSTMAE
Evaluation Results
| Method | Links | |
|---|---|---|
| LSTMAEVariant=COGNOS2025.11 | 94.6 | |
| TimeMixer++Variant=COGNOS2025.11 | 94.5 | |
| DLinearVariant=COGNOS2025.11 | 94.32 | |
| AutoformerVariant=COGNOS2025.11 | 93.88 | |
| CrossADVariant=COGNOS2025.11 | 93.86 | |
| ModernTCNVariant=COGNOS2025.11 | 91.77 | |
| TimesNetVariant=COGNOS2025.11 | 91.71 | |
| KANADVariant=COGNOS2025.11 | 91.57 | |
| MICNVariant=COGNOS2025.11 | 91.5 | |
| DLinearVariant=Vanilla2025.11 | 56.54 | |
| LSTMAEVariant=Vanilla2025.11 | 55.01 | |
| KANADVariant=Vanilla2025.11 | 53.6 | |
| TimeMixer++Variant=Vanilla2025.11 | 51.79 | |
| MICNVariant=Vanilla2025.11 | 48.98 | |
| TimesNetVariant=Vanilla2025.11 | 48.68 | |
| CrossADVariant=Vanilla2025.11 | 41.35 | |
| AutoformerVariant=Vanilla2025.11 | 40.08 | |
| ModernTCNVariant=Vanilla2025.11 | 35.45 |