Anomaly Detection on PSM (F1 (Point Adjustment))
97.64F1 (Point Adjustment)ICAD-LLM
Evaluation Results
| Method | Links | |
|---|---|---|
| ICAD-LLMAD Method Category=Task-Specific, Backbone=Qwen2.5-0.5B, Reference Set Size (K)=52025.12 | 97.64 | |
| TimesNetAD Method Category=Task-Specific2025.12 | 97.33 | |
| OneFitsAllAD Method Category=Task-Specific2025.12 | 97.16 | |
| ICAD-LLMAD Method Category=Universal, Backbone=Qwen2.5-0.5B, Reference Set Size (K)=52025.12 | 96.97 | |
| DLinearAD Method Category=Task-Specific2025.12 | 93.7 | |
| UniADAD Method Category=Universal2025.12 | 92.84 | |
| NeuTraL ADAD Method Category=Universal2025.12 | 91.64 | |
| ACRAD Method Category=Universal2025.12 | 89.53 | |
| Anomaly TransformerAD Method Category=Task-Specific2025.12 | 82.36 |