Anomaly Detection on SMD 43 (test)
86.89F1 ScoreGPT4TS
Evaluation results
| Method | Links | |
|---|---|---|
| GPT4TS2024.11 | 86.89 | |
| Peri-midFormer2024.11 | 85.95 | |
| AnomalyTransformer2024.11 | 85.49 | |
| Autoformer2024.11 | 85.11 | |
| FEDformer2024.11 | 85.08 | |
| PatchTST2024.11 | 84.62 | |
| Non-stationary Transformer2024.11 | 84.62 | |
| TimesNet2024.11 | 84.61 | |
| ETS2024.11 | 83.13 | |
| Pyraformer2024.11 | 83.04 | |
| LightTS2024.11 | 82.53 | |
| Informer2024.11 | 81.65 | |
| Transformer2024.11 | 79.56 | |
| DLinear2024.11 | 77.11 | |
| LogTrans2024.11 | 76.21 | |
| Reformer2024.11 | 75.32 |