Log Parsing on BGL Loghub 2.0
99Global AccuracyLogBatcher
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| LogBatcherLog Parser Type=LLM-based Unsupervised2026.03 | 99 | 89.4 | 94.5 | 76.6 | |
| DrainLog Parser Type=Non-LLM2026.03 | 96.3 | 47.9 | 62.4 | 19.3 | |
| SCOPELog Parser Type=Proposed Method2026.03 | 96.2 | 94.9 | 96.2 | 86.2 | |
| LUNARLog Parser Type=LLM-based Unsupervised2026.03 | 95.5 | 98.4 | 87.3 | 78.9 | |
| BrainLog Parser Type=Non-LLM2026.03 | 94 | 40.2 | 75.6 | 19.7 | |
| LILACLog Parser Type=LLM-based Supervised2026.03 | 91.1 | 90.4 | 88.5 | 72.1 |