Validating, Not Sampling: Region-Level Robustness of Vision-Language and Vision-Language-Action Models.

arXiv:2609.22293v1 Announce Type: cross Abstract: Vision-language models (VLMs) and vision-language-action models (VLAs) are increasingly deployed in real-world applications. There, a small perturbation to the recorded camera image may change a decision signif