Log Parsing on HealthApp Loghub 2.0
100GALILAC
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| LILACLog Parser Type=LLM-based Supervised2026.03 | 100 | 60.4 | 97.1 | 77.5 | |
| LUNARLog Parser Type=LLM-based Unsupervised2026.03 | 100 | 96.2 | 97.1 | 84.3 | |
| LogBatcherLog Parser Type=LLM-based Unsupervised2026.03 | 98.3 | 95.5 | 98 | 72.5 | |
| BrainLog Parser Type=Non-LLM2026.03 | 97.9 | 17.5 | 87.2 | 33.9 | |
| SCOPELog Parser Type=Proposed Method2026.03 | 93.7 | 95.3 | 92.8 | 92.6 | |
| DrainLog Parser Type=Non-LLM2026.03 | 90.1 | 37.5 | 1 | 0.4 |