RetroHolmes: When Semantic Plausibility Fails Retrospective Physical Process Reasoning

Ruoxuan Zhang, Qiyun Zheng, Siyu Wu +13

Vision-Language Models (VLMs) are widely used for visual understanding, yet current evaluation protocols fail to assess whether these capabilities are grounded in physical reasonin…