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

Bogdan Aron, Christopher Brix, Benedikt Brückner +3

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 imag…