Text-Guided 6D Object Pose Rearrangement via Closed-Loop VLM Agents

Sangwon Baik, Gunhee Kim, Mingi Choi +1

Vision-Language Models (VLMs) exhibit strong visual reasoning capabilities, yet they still struggle with 3D understanding. In particular, VLMs often fail to infer a text-consistent…