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Benchmarks
Log Parsing on HDFS Loghub 2.0
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100
GA
LILAC
95.84
96.92
98
99.08
Mar 28, 2026
GA
PA
FGA
FTA
Updated 19d ago
Evaluation Results
Method
Method
Links
GA
PA
FGA
FTA
LILAC
Log Parser Type=LLM-ba...
2026.03
100
94.7
96.8
71
LogBatcher
Log Parser Type=LLM-ba...
2026.03
100
100
100
100
LUNAR
Log Parser Type=LLM-ba...
2026.03
100
100
96.8
94.6
SCOPE
Log Parser Type=Propos...
2026.03
100
100
96.8
86
Drain
Log Parser Type=Non-LLM
2026.03
99.8
99.9
93.5
60.9
Brain
Log Parser Type=Non-LLM
2026.03
96
92.9
75.9
62.1
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