Mind over Space: Can Multimodal Large Language Models Mentally Navigate?

Qihui Zhu, Shouwei Ruan, Xiao Yang +6

Despite the widespread adoption of MLLMs in embodied agents, their capabilities remain largely confined to reactive planning from immediate observations, consistently failing in sp…