Anomaly Detection on Spirit2 Log
97.24AUROCICAD-LLM
Evaluation results
| Method | Links | |
|---|---|---|
| ICAD-LLMAD Method Category=Task-Specific, Backbone=Qwen2.5-0.5B, Reference Set Size (K)=52025.12 | 97.24 | |
| LogBertAD Method Category=Task-Specific2025.12 | 95.27 | |
| DeepLogAD Method Category=Task-Specific2025.12 | 95.25 | |
| LogAnomalyAD Method Category=Task-Specific2025.12 | 92.89 | |
| ICAD-LLMAD Method Category=Universal, Backbone=Qwen2.5-0.5B, Reference Set Size (K)=52025.12 | 90.44 | |
| LogClusterAD Method Category=Task-Specific2025.12 | 88.79 | |
| ACRAD Method Category=Universal2025.12 | 87.52 | |
| NeuTraL ADAD Method Category=Universal2025.12 | 81.49 | |
| UniADAD Method Category=Universal2025.12 | 79.17 |