Log Parsing on Zookeeper Loghub 2.0
100Global Accuracy (GA)LILAC
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| LILACLog Parser Type=LLM-based Supervised2026.03 | 100 | 68.5 | 96.7 | 83.5 | |
| BrainLog Parser Type=Non-LLM2026.03 | 99.3 | 82.2 | 79.8 | 60.1 | |
| LogBatcherLog Parser Type=LLM-based Unsupervised2026.03 | 99.3 | 65.5 | 86.5 | 61.5 | |
| LUNARLog Parser Type=LLM-based Unsupervised2026.03 | 99.3 | 85.1 | 88.5 | 81.2 | |
| SCOPELog Parser Type=Proposed Method2026.03 | 99.1 | 79.8 | 91.8 | 78.7 | |
| DrainLog Parser Type=Non-LLM2026.03 | 96.7 | 79.9 | 90.4 | 61.4 |