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ResearchFormerly WizWand

Querying security logs

Benchmarks

DatasetSOTA methodMetricTrendResultsLast updated

Cron logs Simple WHERE queries

100Macro F1 Score

4

May 22, 2026

Security Log Suite Macro Average

99.9Macro F1

2

May 22, 2026

SSH logs Simple WHERE queries

99.9Macro F1 Score

2

May 22, 2026

Puppet logs Simple WHERE queries

99.8Macro F1

2

May 22, 2026

DHCP logs Simple WHERE queries

100Macro F1

2

May 22, 2026

Audit logs Simple WHERE queries

99.8Macro F1

2

May 22, 2026