Towards Generalizable Visually Grounded Exploration of Household Devices
VGEBench is introduced, a comprehensive benchmark designed to evaluate the generalizable visually grounded exploration capabilities of VLMs, and a Logic-Driven State Machine framework is constructed, which simulates multi-turn interaction loops, compelling agents to achieve goals by active visual perception and feedbac...