BigCodeBench shows LLMs achieve at most 60% on 1,140 tasks needing diverse function calls and complex instructions, compared to 97% human performance.
Later, OpenCodeInterpreter (Zheng et al., 2024b) developed a multi-turn instruction dataset and achieved better coding performance
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BigCodeBench: Benchmarking Code Generation with Diverse Function Calls and Complex Instructions
BigCodeBench shows LLMs achieve at most 60% on 1,140 tasks needing diverse function calls and complex instructions, compared to 97% human performance.