Anomaly Detection on Liberty 2 Log
0.9847AUROCICAD-LLM
Evaluation results
| Method | Links | |
|---|---|---|
| ICAD-LLMAD Method Category=Task-Specific, Backbone=Qwen2.5-0.5B, Reference Set Size (K)=52025.12 | 0.9847 | |
| LogBertAD Method Category=Task-Specific2025.12 | 0.9429 | |
| LogAnomalyAD Method Category=Task-Specific2025.12 | 0.9363 | |
| ICAD-LLMAD Method Category=Universal, Backbone=Qwen2.5-0.5B, Reference Set Size (K)=52025.12 | 0.8869 | |
| UniADAD Method Category=Universal2025.12 | 0.8629 | |
| DeepLogAD Method Category=Task-Specific2025.12 | 0.8627 | |
| ACRAD Method Category=Universal2025.12 | 0.8406 | |
| LogClusterAD Method Category=Task-Specific2025.12 | 0.8324 | |
| NeuTraL ADAD Method Category=Universal2025.12 | 0.7255 |