Anomaly Detection on Average across datasets
91.9PrecisionFusAD
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| FusAD2025.12 | 91.9 | 86.5 | 87.2 | |
| ModernTCN2025.12 | 91.3 | 83.9 | 86.6 | |
| TSINR2025.12 | 91.3 | 80.7 | 84 | |
| TVNet2025.12 | 90.8 | 84.2 | 86.7 | |
| GPT4TS2025.12 | 90.6 | 84.1 | 86.7 | |
| TimesNet2025.12 | 90 | 84.3 | 86.3 | |
| Crossformer2025.12 | 89 | 79.7 | 83.4 | |
| Autoformer2025.12 | 88.9 | 81.1 | 84.2 | |
| FEDformer2025.12 | 88.6 | 82.8 | 84.9 | |
| PatchTST2025.12 | 88.6 | 82.7 | 84.8 | |
| DLinear2025.12 | 87.8 | 79.2 | 82.4 | |
| Pyraformer2025.12 | 84.3 | 83.2 | 82.5 | |
| Stationary2025.12 | 82.4 | 84.5 | 82 | |
| AnomalyTrans2025.12 | 80.2 | 83.9 | 80.5 | |
| Informer2025.12 | 78.6 | 82.7 | 78.8 |