FairLens: Benchmarking Fairness in Vision-Language Models for High-Stakes Decision-Making

Vahid Reza Khazaie, Ahmed Y. Radwan, Shaina Raza

Vision-language models (VLMs) are increasingly used to make decisions from visual inputs. We introduce FAIRLENS, a benchmark and evaluation framework for measuring both the fairnes…