Log Parsing on Thunderbird Loghub 2.0
98.5Global Accuracy (GA)LogBatcher
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| LogBatcherLog Parser Type=LLM-based Unsupervised2026.03 | 98.5 | 39.7 | 92.7 | 56.3 | |
| DrainLog Parser Type=Non-LLM2026.03 | 95.7 | 18 | 23.7 | 7.1 | |
| SCOPELog Parser Type=Proposed Method2026.03 | 90.8 | 60.2 | 87.7 | 68.5 | |
| LUNARLog Parser Type=LLM-based Unsupervised2026.03 | 86.5 | 59.5 | 86.9 | 57.4 | |
| LILACLog Parser Type=LLM-based Supervised2026.03 | 79.4 | 53.3 | 85.9 | 55.7 | |
| BrainLog Parser Type=Non-LLM2026.03 | 79.2 | 26.1 | 74.8 | 27.4 |