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Code & Developer AI AI research – Page 11 · SOTA2 Research

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Code & Developer AI

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3 benchmarks · 1 papersVulnerability-Inducing Commit Identification 3 benchmarks · 1 papersSkill Learning 3 benchmarks · 2 papersRTL Synthesis 3 benchmarks · 3 papersInstruction following and reasoning 3 benchmarks · 2 papersMalicious Code Generation Detection 3 benchmarks · 1 papersReasoning failure prediction 3 benchmarks · 1 papersSingle-line fill-in-the-middle 3 benchmarks · 2 papersKernel Code Generation 3 benchmarks · 1 papersUnit test generation 3 benchmarks · 4 papersCode Analysis 3 benchmarks · 1 papersVerified & Corrected External Tasks 3 benchmarks · 2 papersAutomated Vulnerability Repair

3 benchmarks · 1 papers

Fill-in-the-middle

3 benchmarks · 2 papersCAD Code Generation

3 benchmarks · 5 papersNatural Language Code Search

3 benchmarks · 2 papersNL2Code Search

2 benchmarks · 1 papersHDL generation

2 benchmarks · 1 papersInstructional code editing

2 benchmarks · 1 papersWeb API Recommendation

2 benchmarks · 5 papersAutomated Software Engineering

2 benchmarks · 1 papersBug Identification

2 benchmarks · 1 papersData Processing Workflow Generation

2 benchmarks · 1 papersRobotic task planning and code generation

2 benchmarks · 1 papersStealthiness Evaluation (Human Inspection)

2 benchmarks · 1 papersCode Decompilation

2 benchmarks · 1 papersCode Summarization Factual Consistency

2 benchmarks · 1 papersReal-trace replay validation

2 benchmarks · 2 papersInformal-to-formal proving

2 benchmarks · 2 papersCode Reasoning (Input Prediction)

2 benchmarks · 1 papersAtomicity Violation Detection

2 benchmarks · 2 papersCode Reasoning (Output Prediction)

2 benchmarks · 2 papersSoftware Engineering Task

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