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Security smell detection research benchmarks · SOTA2 Research

Security smell detection

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Combined (Puppet, Ansible, Chef) oracle (test)

83.1Macro F1

9

Feb 26, 2026

Chef oracle (test)

87.7Precision

9

Feb 26, 2026

Ansible oracle (test)

94.7Precision

9

Feb 26, 2026

Puppet oracle (test)

84.6Precision

9

Feb 26, 2026

Popular datasets

Puppet Ansible Chef Combined (Puppet, Ansible, Chef) oracle

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