Guardrail-Agnostic Societal Bias Evaluation in Large Vision-Language Models

Yusuke Hirota, Michael Ross Boone, Arun George Zachariah +4

We propose a societal bias evaluation method for large vision-language models (LVLMs) in the era of strong safety guardrails. Existing benchmarks rely on prompts that ask models to…