HumaniBench

HumaniBench is a unified evaluation framework containing 32,000 expert-verified image question pairs used to assess the alignment of large multimodal models with human-centered principles across various socially grounded visual tasks.

Papers using HumaniBench (3)

MVR: Multi-view Video Reward Shaping for Reinforcement Learning2026HumaniBench: A Human-Centric Framework for Large Multimodal Models Evaluation2025HumanVBench: Probing Human-Centric Video Understanding in MLLMs with Automatically Synthesized Benchmarks2024