Anomaly Detection on SMAP (F1)
77.57F1 ScoreGTM
Evaluation Results
| Method | Links | |
|---|---|---|
| GTM2025.02 | 77.57 | |
| ICAD-LLMMethod Category=Task-Specific2025.12 | 75.27 | |
| UniADMethod Category=Universal2025.12 | 74.02 | |
| GPT4TS2025.02 | 72.88 | |
| OneFitsAllMethod Category=Task-Specific2025.12 | 72.84 | |
| TimesNetMethod Category=Task-Specific2025.12 | 72.07 | |
| ICAD-LLMMethod Category=Universal2025.12 | 71.95 | |
| Anomaly TransformerMethod Category=Task-Specific2025.12 | 71.57 | |
| Autoformer2025.02 | 71.12 | |
| FEDformer2025.02 | 70.76 | |
| DLinearMethod Category=Task-Specific2025.12 | 70.39 | |
| Informer2025.02 | 69.92 | |
| ACRMethod Category=Universal2025.12 | 69.48 | |
| TimesNet2025.02 | 69.39 | |
| DLinear2025.02 | 69.26 | |
| PatchTST2025.02 | 68.82 | |
| NeuTraL ADMethod Category=Universal2025.12 | 64.29 |