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Code vulnerability detection research benchmarks · SOTA2 Research

Code vulnerability detection

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Devign 8 (test)

Token Impossibility Score

0.953Pearson Correlation

22

Feb 26, 2026

97.28ASR (%)

18

Feb 26, 2026

Code Vulnerability Detection Dataset

65.5Accuracy

3

Mar 19, 2026

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Devign Code Vulnerability Detection Dataset

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