✨CodeClash: Benchmarking Goal-Oriented Software Engineering
📝 Summary:
CodeClash is a benchmark evaluating language models on open-ended, goal-oriented code development through competitive tournaments. It shows LMs struggle with strategic reasoning and long-term codebase maintenance, performing poorly against human experts.
🔹 Publication Date: Published on Nov 2
🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2511.00839
• PDF: https://arxiv.org/pdf/2511.00839
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For more data science resources:
✓ https://t.iss.one/DataScienceT
#LanguageModels #SoftwareEngineering #AIEvaluation #CodeDevelopment #Benchmarking
📝 Summary:
CodeClash is a benchmark evaluating language models on open-ended, goal-oriented code development through competitive tournaments. It shows LMs struggle with strategic reasoning and long-term codebase maintenance, performing poorly against human experts.
🔹 Publication Date: Published on Nov 2
🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2511.00839
• PDF: https://arxiv.org/pdf/2511.00839
==================================
For more data science resources:
✓ https://t.iss.one/DataScienceT
#LanguageModels #SoftwareEngineering #AIEvaluation #CodeDevelopment #Benchmarking
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