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Code & Developer AI AI research · SOTA2 Research

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Code & Developer AI

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986 benchmarks · 973 papersCode Generation 227 benchmarks · 111 papersGenerative Modeling 149 benchmarks · 138 papersText-to-SQL 146 benchmarks · 139 papersCoding 139 benchmarks · 60 papersVulnerability Detection 61 benchmarks · 66 papersSoftware Engineering 53 benchmarks · 66 papersCode Reasoning 44 benchmarks · 45 papersCode 41 benchmarks · 6 papersBug Detection 37 benchmarks · 26 papersCompetitive Programming 33 benchmarks · 1 papersSymbolic Execution 31 benchmarks · 3 papersCode Coverage Analysis 31 benchmarks · 1 papersHLS Code Generation

28 benchmarks · 21 papers

Code Completion

28 benchmarks · 18 papersProgram synthesis

28 benchmarks · 2 papersFirmware Code Coverage Analysis

28 benchmarks · 18 papersAgentic Coding

27 benchmarks · 15 papersCode Translation

26 benchmarks · 16 papersCode Summarization

24 benchmarks · 1 papersInformation Flow Verification

23 benchmarks · 15 papersDefect Detection

22 benchmarks · 1 papersSoftware Engineering Skill Evaluation

22 benchmarks · 30 papersGeneral AI Assistant Tasks

20 benchmarks · 1 papersSIEM Rule Conversion

20 benchmarks · 8 papersMalicious Package Detection

20 benchmarks · 1 papersEdge Coverage

20 benchmarks · 14 papersSecure Code Generation

19 benchmarks · 13 papersCoding Reasoning

17 benchmarks · 1 papersState register identification

17 benchmarks · 1 papersPerformance and code size impact evaluation

17 benchmarks · 7 papersVulnerability Discovery

16 benchmarks · 1 papersCFG Recovery and Library Detection

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