Anomaly Detection on MSL Time Series
86.52F1 (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 | 86.52 | |
| TimesNetAD Method Category=Task-Specific2025.12 | 85.78 | |
| DLinearAD Method Category=Task-Specific2025.12 | 85.41 | |
| ICAD-LLMAD Method Category=Universal, Backbone=Qwen2.5-0.5B, Reference Set Size (K)=52025.12 | 85.15 | |
| Anomaly TransformerAD Method Category=Task-Specific2025.12 | 84.12 | |
| OneFitsAllAD Method Category=Task-Specific2025.12 | 82.48 | |
| UniADAD Method Category=Universal2025.12 | 81.99 | |
| NeuTraL ADAD Method Category=Universal2025.12 | 79.68 | |
| ACRAD Method Category=Universal2025.12 | 76.43 |