HumaniBench: A Human-Centric Framework for Large Multimodal Models Evaluation
Although recent large multimodal models (LMMs) show impressive progress on vision–language tasks, their alignment with human-centered (HC) principles such as fairness, ethics, inclusivity, empathy, and robustness is often overlooked. Existing LMM benchmarks are largely accuracy-agnostic. We present HumaniBench, a unifi...