RealBench is a new repo-level code generation benchmark that adds UML diagrams to natural language specs, showing LLMs struggle more at full repositories, create modules with errors, and perform best with whole-repo generation on small projects versus module-by-module on complex ones.
Gemini-2.5-flash.https://ai.google.dev/gemini-api/docs/models?hl=zh-cn#gemini-2.5-flash(2025)
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RealBench: A Repo-Level Code Generation Benchmark Aligned with Real-World Software Development Practices
RealBench is a new repo-level code generation benchmark that adds UML diagrams to natural language specs, showing LLMs struggle more at full repositories, create modules with errors, and perform best with whole-repo generation on small projects versus module-by-module on complex ones.