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Sponsored Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt

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Everton Guimarães

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Open access Jul 2026

Empirical benchmarking of large language models for data science coding: a multidimensional evaluation

The LLM4DS-Benchmark is introduced and a multidimensional empirical evaluation of seven large language models is conducted, highlighting the need for multidimensional, task-aware benchmarking and suggesting that model selection for data science coding should be guided by task characteristics and practical constraints r...

Santhosh Anitha Boominathan, Sai Sanjna Chintakunta, Everton Guimarães et al. · 0 citations

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