Well-Specified and Well-Tested? Assessing SWE-bench-Style Datasets with a Self-Evolving Agent.

arXiv:2610.39417v1 Announce Type: cross Abstract: Large language models (LLMs) have shown strong performance on software engineering (SE) tasks, driving the need for high-quality datasets for reliable training and evaluation. SWE-bench-style datasets (SWE data