H-GRPO: Permutation-Invariant Reinforcement Learning for Improving Spatial Grounded Reasoning

Eric Peh, Debaditya Roy, Chen Li +1

Vision-language models (VLMs) have achieved strong performance on visual reasoning tasks, yet a correct final answer does not necessarily imply that the model followed a correct or…