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Code & Developer AI AI research – Page 8 · SOTA2 Research

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Code & Developer AI

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4 benchmarks · 1 papersFailure Triage 4 benchmarks · 1 papersReentrancy Attack Mitigation 4 benchmarks · 1 papersImage-to-TikZ 4 benchmarks · 1 papersLanguage-to-Code Generation 4 benchmarks · 1 papersCybersecurity vulnerability remediation 4 benchmarks · 2 papersNL-to-SQL 4 benchmarks · 1 papersVulnerability Classification 4 benchmarks · 1 papersSingle-Repo task execution 4 benchmarks · 1 papersPython reference-model generation 4 benchmarks · 1 papersLanguage-to-SQL Parsing 4 benchmarks · 5 papersGeneral AI Assistant 4 benchmarks · 14 papersGeneral AI Assistant Task

4 benchmarks · 4 papers

Code Understanding

4 benchmarks · 1 papersConstraint-Guided Schematic Design

4 benchmarks · 2 papersSoftware Engineering Question Answering

4 benchmarks · 1 papersUI Drafting

4 benchmarks · 2 papersResearch Proposal Generation

4 benchmarks · 3 papersBug Fixing

3 benchmarks · 1 papersVerus Code Generation

3 benchmarks · 1 papersSkill Performance Evaluation

3 benchmarks · 1 papersVulnerability-Inducing Commit Identification

3 benchmarks · 1 papersDownstream Accuracy

3 benchmarks · 1 papersGPU kernel code generation and optimization

3 benchmarks · 1 papersAPI Question Answering

3 benchmarks · 1 papersCode Test Generation

3 benchmarks · 2 papersRTL code generation

3 benchmarks · 3 papersDownstream evaluation

3 benchmarks · 4 papersProgramming

3 benchmarks · 1 papersCode Generation and Watermark Detection

3 benchmarks · 1 papersReasoning failure prediction

3 benchmarks · 2 papersKernel Code Generation

3 benchmarks · 3 papersScientific Code Generation

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