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Yun-Xiao Geng

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#software testing Open access Oct 2026

SEBGen: A Self-Evolving Benchmark Generation Framework for Software Engineering Agents

Static software engineering benchmarks such as SWE-bench suffer from three fundamental limitations: task sets are fixed and become saturated as model capabilities rapidly improve; expert construction is costly and slow; and difficulty levels cannot adapt to evolving model abilities. We present SEBGen, a self-evolving b...

Jing-Jing Huang, Zhao-Wen Feng, Dao-De Xiong et al. · 0 citations

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