InPhyRe Discovers: Large Multimodal Models Struggle in Inductive Physical Reasoning 事件

InPhyRe Discovers: Large Multimodal Models Struggle in Inductive Physical Reasoning arXiv:2509.12263v3 Announce Type: replace Abstract: Large multimodal models (LMMs) encode physical laws observed during training, such as momentum conservation, as parametric knowledge. It allows LMMs to answer physical reasoning queries, such as the outcome of a potential collision event from visual input. However, since parametric knowledge includes only the physical laws seen during training, it is insufficie