Adversarial Code Complexity and DeepSeek R1 Performance on HumanEval Benchmark

This report synthesises findings from 8 peer-reviewed papers addressing the following research question: What is the impact of adversarial code complexity (measured by cyclomatic complexity) on the accuracy of Deepseek R1's code generation when evaluated against the HumanEval benchmark. 8 claims were extracted from source literature; 8 were independently verified against retrieved documents. An automated multi-reviewer quality assessment produced a score of 7.7/10. This report is a machine-generated literature synthesis and does not constitute original research.

Research goal: What is the impact of adversarial code complexity (measured by cyclomatic complexity) on the accuracy of Deepseek R1's code generation when evaluated against the HumanEval benchmark?

Autonomous literature synthesis. Automated review score: 7.7/10. Full text and citation available at Assignee Research.