Log Anomaly Detection on BGL (test)
99.9AUROCK4
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| K4configuration=best-performing2025.07 | 99.9 | 99.9 | 0 | 99.2 | 99.3 | 99.2 | |
| LogRobustconfiguration=best-performing2025.07 | 94.6 | 98.3 | 100 | 94.3 | 99.9 | 89.2 | |
| DeepLogconfiguration=best-performing2025.07 | 89.6 | 89.9 | 20.8 | 88.8 | 79.9 | 100 | |
| Ladleconfiguration=best-performing2025.07 | 64.8 | 32.1 | 97.5 | 22.2 | 8.8 | 85.7 | |
| LogAnomalyconfiguration=best-performing2025.07 | 54.8 | 73.8 | 90.4 | 64.5 | 47.6 | 100 | |
| FastLogADconfiguration=best-performing2025.07 | 51 | 19.2 | 94.5 | 27.7 | 18.8 | 56.7 | |
| LLM-ADconfiguration=best-performing2025.07 | 34.1 | 37.7 | 100 | 47.1 | 36 | 68.3 |