Log Anomaly Detection on HDFS (test)
99.6AUROCK4
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| K4configuration=best-performing2025.07 | 99.6 | 99.5 | 0.8 | 98.9 | 98.9 | 99 | |
| DeepLogconfiguration=best-performing2025.07 | 69.7 | 50.6 | 56.8 | 9.3 | 4.9 | 96.3 | |
| LogAnomalyconfiguration=best-performing2025.07 | 61.5 | 46 | 100 | 34.7 | 66.4 | 23.5 | |
| FastLogADconfiguration=best-performing2025.07 | 51.2 | 3.1 | 94.7 | 5.9 | 3.1 | 77.1 | |
| LogRobustconfiguration=best-performing2025.07 | 50.1 | 61.2 | 99.7 | 36.7 | 22.5 | 99.9 | |
| LLM-ADconfiguration=best-performing2025.07 | 50 | 86.8 | 100 | 92.9 | 86.8 | 100 | |
| Ladleconfiguration=best-performing2025.07 | 44 | 83.7 | 99.2 | 14.6 | 16.7 | 42.8 |