most citedBigO(Bench) -- Can LLMs Generate Code with Controlled Time and Space Complexity?

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cs.CL2026

Self-Execution Simulation Improves Coding Models

Gallil Maimon, Ori Yoran, Felix Kreuk +4

A promising research direction in enabling LLMs to generate consistently correct code involves addressing their inability to properly estimate program execution, particularly for c…

cs.CL2025★ 1 cited

BigO(Bench) -- Can LLMs Generate Code with Controlled Time and Space Complexity?

Pierre Chambon, Baptiste Roziere, Benoit Sagot +1

We introduce BigO(Bench), a novel coding benchmark designed to evaluate the capabilities of generative language models in understanding and generating code with specified time and…