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Benchmarks
Log Parsing on Zookeeper Loghub 2.0
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100
Global Accuracy (GA)
LILAC
96.568
97.459
98.35
99.241
Mar 28, 2026
Global Accuracy (GA)
Precision (PA)
FGA
FTA
Updated 2mo ago
Evaluation Results
Method
Method
Links
Global Accuracy (GA)
Precision (PA)
FGA
FTA
LILAC
Log Parser Type=LLM-ba...
2026.03
100
68.5
96.7
83.5
Brain
Log Parser Type=Non-LLM
2026.03
99.3
82.2
79.8
60.1
LogBatcher
Log Parser Type=LLM-ba...
2026.03
99.3
65.5
86.5
61.5
LUNAR
Log Parser Type=LLM-ba...
2026.03
99.3
85.1
88.5
81.2
SCOPE
Log Parser Type=Propos...
2026.03
99.1
79.8
91.8
78.7
Drain
Log Parser Type=Non-LLM
2026.03
96.7
79.9
90.4
61.4
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