Log Parsing on HPC Loghub 2.0
97.2GASCOPE
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| SCOPELog Parser Type=Proposed Method2026.03 | 97.2 | 99 | 85.1 | 83.5 | |
| LogBatcherLog Parser Type=LLM-based Unsupervised2026.03 | 90.7 | 89.2 | 88.9 | 80 | |
| DrainLog Parser Type=Non-LLM2026.03 | 88.7 | 66.2 | 30.9 | 15.2 | |
| LILACLog Parser Type=LLM-based Supervised2026.03 | 86.9 | 93.7 | 86.1 | 76.4 | |
| LUNARLog Parser Type=LLM-based Unsupervised2026.03 | 86.4 | 99 | 83.3 | 83.3 | |
| BrainLog Parser Type=Non-LLM2026.03 | 80 | 66.3 | 44.7 | 21.3 |