LeetCodeDataset: A Temporal Dataset for Robust Evaluation and Efficient Training of Code LLMs

Yunhui Xia, Wei Shen, Yan Wang +5

We introduce LeetCodeDataset, a high-quality benchmark for evaluating and training code-generation models, addressing two key challenges in LLM research: the lack of reasoning-focu…