BenchVul

BenchVul is a manually curated and balanced test dataset that covers the MITRE Top 25 Most Dangerous CWEs, used to enable fair evaluation of automated vulnerability detection models.

Papers using BenchVul (1)

Out of Distribution, Out of Luck: How Well Can LLMs Trained on Vulnerability Datasets Detect Top 25 CWE Weaknesses?2025