ResearchBenchmarksCodeQL Query Synthesis on CWE-Bench-Java Shared 130 CVEsCodeQL Query Synthesis on CWE-Bench-Java Shared 130 CVEsFollow0.8Recall RateQLCoder0.1760.3380.50.662Nov 11, 2025Evaluation resultsMethodMethodLinksRecall RateAverage PrecisionAverage F1 ScoreQLCoder2025.110.80.6720.7IRIS2025.110.3540.0310.048CodeQLVersion=2.22.2Version=2.22.22025.110.20.0550.073