Anomaly Detection on SMAP 44 (test)
0.7288F1 ScoreGPT4TS
Evaluation results
| Method | Links | |
|---|---|---|
| GPT4TS2024.11 | 0.7288 | |
| AnomalyTransformer2024.11 | 0.7118 | |
| Autoformer2024.11 | 0.7112 | |
| Non-stationary Transformer2024.11 | 0.7109 | |
| Pyraformer2024.11 | 0.7109 | |
| FEDformer2024.11 | 0.7076 | |
| Reformer2024.11 | 0.704 | |
| LogTrans2024.11 | 0.6997 | |
| Informer2024.11 | 0.6992 | |
| Transformer2024.11 | 0.697 | |
| ETS2024.11 | 0.695 | |
| TimesNet2024.11 | 0.6939 | |
| DLinear2024.11 | 0.6926 | |
| LightTS2024.11 | 0.6921 | |
| PatchTST2024.11 | 0.6882 | |
| Peri-midFormer2024.11 | 0.6862 |