What Makes an Efficient VLA? Navigating Action-Head Design, Scaling, and Latency

Luoyang Sun, Guoyang Xia, Fengfa Li +9

Vision-Language-Action (VLA) models combine a pretrained vision encoder, a language backbone, and an action head, but their relative contribution has not been established under con…