NavBind: Diagnosing Instruction-Action Binding at Route Forks in Navigation VLAs

Josh Qixuan Sun, Xiaoying Xing, Yurun Chen +3

Vision-language-action (VLA) navigation models translate visual observations and instructions into actions. Navigation success assesses whether an agent reaches the goal. However,…