This is a Plain English Papers summary of a research paper called Code Benchmarks Evolve Beyond HumanEval: New Tests Track AI Programming Skills Across Languages. If you like these kinds of analysis, you should join AImodels.fyi or follow us on Twitter.
Overview
- Table I shows AI4SE (AI for Software Engineering) benchmarks derived from HumanEval
- Presents various code evaluation benchmarks across multiple programming languages
- Organized by category, name, supported languages, and number of test cases
- Demonstrates evolution of code evaluation benchmarks from the original HumanEval
Plain English Explanation
The table presents a family tree of code benchmarks that all stem from something called HumanEval. Think of HumanEval as the parent of a growing family of tools that help researchers ...
