Anomaly Detection on SMAP (P, R, F1)
91.99PrecisionHGTS-Former
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| HGTS-Former2025.08 | 91.99 | 70.77 | 79.99 | |
| Anomaly*Publication Year=20222025.08 | 91.85 | 58.11 | 71.18 | |
| iTransformerPublication Year=20242025.08 | 90.68 | 52.78 | 66.72 | |
| PatchTSTPublication Year=20232025.08 | 90.64 | 55.46 | 68.82 | |
| UniTSPublication Year=20242025.08 | 90.58 | 62.55 | 74 | |
| SymTimePublication Year=20252025.08 | 90.34 | 56.96 | 69.87 | |
| Timer-XLPublication Year=20252025.08 | 90.21 | 56.3 | 69.33 | |
| GPT4TSPublication Year=20232025.08 | 90.12 | 55.7 | 68.85 | |
| Peri-midFormerPublication Year=2024b2025.08 | 90.02 | 54.03 | 67.53 | |
| TimesNetPublication Year=20232025.08 | 89.98 | 56.02 | 69.05 | |
| DLinearPublication Year=20232025.08 | 89.87 | 53.79 | 67.3 | |
| CrossformerPublication Year=20232025.08 | 89.68 | 53.63 | 67.12 | |
| TiDEPublication Year=2023a2025.08 | 88 | 50 | 64 |