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Benchmarks
Log Parsing on Thunderbird Loghub 2.0
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98.5
Global Accuracy (GA)
LogBatcher
78.428
83.639
88.85
94.061
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
LogBatcher
Log Parser Type=LLM-ba...
2026.03
98.5
39.7
92.7
56.3
Drain
Log Parser Type=Non-LLM
2026.03
95.7
18
23.7
7.1
SCOPE
Log Parser Type=Propos...
2026.03
90.8
60.2
87.7
68.5
LUNAR
Log Parser Type=LLM-ba...
2026.03
86.5
59.5
86.9
57.4
LILAC
Log Parser Type=LLM-ba...
2026.03
79.4
53.3
85.9
55.7
Brain
Log Parser Type=Non-LLM
2026.03
79.2
26.1
74.8
27.4
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