What if the tv was off? examining counterfactual reasoning abilities of multi-modal language models

L Zhang, X Zhai, Z Zhao, Y Zong… - Proceedings of the …, 2024 - openaccess.thecvf.com
Counterfactual reasoning a fundamental aspect of human cognition involves contemplating
alternatives to established facts or past events significantly enhancing our abilities in …

ContPhy: Continuum Physical Concept Learning and Reasoning from Videos

Z Zheng, X Yan, Z Chen, J Wang, QZE Lim… - arXiv preprint arXiv …, 2024 - arxiv.org
We introduce the Continuum Physical Dataset (ContPhy), a novel benchmark for assessing
machine physical commonsense. ContPhy complements existing physical reasoning …

Eyes Can Deceive: Benchmarking Counterfactual Reasoning Abilities of Multi-modal Large Language Models

Y Li, W Tian, Y Jiao, J Chen, YG Jiang - arXiv preprint arXiv:2404.12966, 2024 - arxiv.org
Counterfactual reasoning, as a crucial manifestation of human intelligence, refers to making
presuppositions based on established facts and extrapolating potential outcomes. Existing …