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Benchmarks
Log Parsing on Apache Loghub 2.0
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100
Global Accuracy (GA)
Drain
99.272
99.461
99.65
99.839
Mar 28, 2026
Global Accuracy (GA)
Precision (PA)
FGA
FTA
Updated 19d ago
Evaluation Results
Method
Method
Links
Global Accuracy (GA)
Precision (PA)
FGA
FTA
Drain
Log Parser Type=Non-LLM
2026.03
100
97.8
100
51.7
LILAC
Log Parser Type=LLM-ba...
2026.03
100
97.2
100
86.2
LogBatcher
Log Parser Type=LLM-ba...
2026.03
100
97.8
100
66.7
LUNAR
Log Parser Type=LLM-ba...
2026.03
100
99.9
100
89.7
Brain
Log Parser Type=Non-LLM
2026.03
99.7
28.7
93.3
46.7
SCOPE
Log Parser Type=Propos...
2026.03
99.3
99.1
84.4
85.4
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