Log Parsing on HDFS Loghub 2.0
100GALILAC
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| LILACLog Parser Type=LLM-based Supervised2026.03 | 100 | 94.7 | 96.8 | 71 | |
| LogBatcherLog Parser Type=LLM-based Unsupervised2026.03 | 100 | 100 | 100 | 100 | |
| LUNARLog Parser Type=LLM-based Unsupervised2026.03 | 100 | 100 | 96.8 | 94.6 | |
| SCOPELog Parser Type=Proposed Method2026.03 | 100 | 100 | 96.8 | 86 | |
| DrainLog Parser Type=Non-LLM2026.03 | 99.8 | 99.9 | 93.5 | 60.9 | |
| BrainLog Parser Type=Non-LLM2026.03 | 96 | 92.9 | 75.9 | 62.1 |