Anomaly Detection on SMAP (Precision, Recall, F1-score)
95.1PrecisionModernTCN
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| ModernTCN2025.12 | 95.1 | 57.6 | 71.2 | |
| TVNet2025.12 | 92.9 | 58.2 | 71.6 | |
| FusAD2025.12 | 92.9 | 62.5 | 74.3 | |
| Pyraformer2025.12 | 92.5 | 57.7 | 71 | |
| TimesNet2025.12 | 92.5 | 58.2 | 71.5 | |
| PatchTST2025.12 | 92.4 | 57.5 | 70.9 | |
| DLinear2025.12 | 92.3 | 55.4 | 69.2 | |
| Crossformer2025.12 | 92 | 55.3 | 69.1 | |
| AnomalyTrans2025.12 | 91.8 | 58.1 | 71.1 | |
| TSINR2025.12 | 91.6 | 76.4 | 83.3 | |
| GPT4TS2025.12 | 90.6 | 60.9 | 72.8 | |
| Autoformer2025.12 | 90.4 | 58.6 | 71.1 | |
| FEDformer2025.12 | 90.4 | 58.1 | 70.7 | |
| Informer2025.12 | 90.1 | 57.1 | 69.9 | |
| Stationary2025.12 | 89.3 | 59 | 71 |