Log Parsing on Spark Loghub 2.0
100Global Accuracy (GA)SCOPE
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| SCOPELog Parser Type=Proposed Method2026.03 | 100 | 99.7 | 100 | 86.1 | |
| LILACLog Parser Type=LLM-based Supervised2026.03 | 99.9 | 68.9 | 89.7 | 63.6 | |
| LUNARLog Parser Type=LLM-based Unsupervised2026.03 | 97.5 | 99.5 | 88.8 | 65.7 | |
| BrainLog Parser Type=Non-LLM2026.03 | 97.2 | 39.3 | 20.8 | 1 | |
| LogBatcherLog Parser Type=LLM-based Unsupervised2026.03 | 92.4 | 70.4 | 91.4 | 65.7 | |
| DrainLog Parser Type=Non-LLM2026.03 | 92 | 39.8 | 86.1 | 41.2 |