Measuring Social Bias in Vision-Language Models with Face-Only Counterfactuals from Real Photos
arXiv:2601.06931v2 Announce Type: replace
Abstract: Vision-Language Models (VLMs) are increasingly deployed in socially consequential settings, raising concerns about social bias driven by demographic cues. A central challenge in measuring such social…