Huanqia Cai

MM-IQ: Benchmarking Human-Like Abstraction and Reasoning in Multimodal Models

2025 · arXiv (Cornell University)

IQ testing has served as a foundational methodology for evaluating human cognitive capabilities, deliberately decoupling assessment from linguistic background, language proficiency, or domain-specific knowledge to isolate core competencies in abstraction and reasoning. Yet, artificial intelligence …