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Benchmarks
Log Parsing on Hadoop Loghub 2.0
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98.8
Global Accuracy (GA)
SCOPE
54.6
66.075
77.55
89.025
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
SCOPE
Log Parser Type=Propos...
2026.03
98.8
89.4
94.8
73.3
LogBatcher
Log Parser Type=LLM-ba...
2026.03
98
23.8
90.4
26.5
Drain
Log Parser Type=Non-LLM
2026.03
94.8
61.3
78.5
38.4
LUNAR
Log Parser Type=LLM-ba...
2026.03
94.1
83.7
92.6
70.2
LILAC
Log Parser Type=LLM-ba...
2026.03
92.6
73.2
94.1
69.5
Brain
Log Parser Type=Non-LLM
2026.03
56.3
14.3
52.8
20
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