COMPASS benchmark shows that evaluating code generation with only correctness misses large differences in runtime efficiency and code quality among frontier LLMs.
Hackerrank-astra: A benchmark for evaluating llms in coding competitions,
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COMPASS: A Multi-Dimensional Benchmark for Evaluating Code Generation in Large Language Models
COMPASS benchmark shows that evaluating code generation with only correctness misses large differences in runtime efficiency and code quality among frontier LLMs.