VLA Models Are More Generalizable Than You Think: Revisiting Physical and Spatial Modeling

Weiqi Li, Quande Zhang, Ruifeng Zhai +2

Vision-language-action (VLA) models achieve strong in-distribution performance but degrade sharply under novel camera viewpoints and visual perturbations. We show that this brittle…