Log Parsing on OpenSSH Loghub 2.0
92.8GASCOPE
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| SCOPELog Parser Type=Proposed Method2026.03 | 92.8 | 83.9 | 90 | 82.5 | |
| DrainLog Parser Type=Non-LLM2026.03 | 78.9 | 59.4 | 87.2 | 48.7 | |
| LUNARLog Parser Type=LLM-based Unsupervised2026.03 | 78 | 72.2 | 92.3 | 92.3 | |
| LILACLog Parser Type=LLM-based Supervised2026.03 | 74.8 | 99.9 | 87.7 | 84.9 | |
| BrainLog Parser Type=Non-LLM2026.03 | 66.3 | 48.1 | 75.9 | 34.5 | |
| LogBatcherLog Parser Type=LLM-based Unsupervised2026.03 | 62.4 | 77.2 | 71.7 | 75.5 |