VLA-GAUGE: Systematically Evaluating Generalization and Robustness in Vision-Language-Action Models.

arXiv:2610.16567v1 Announce Type: cross Abstract: Vision-Language-Action models (VLAs) have achieved high success rates on familiar manipulation tasks, yet it remains unclear whether such scores reflect genuine zero-shot generalization and perturbation robustn