Efficient3D: A Unified Framework for Adaptive and Debiased Token Reduction in 3D MLLMs

Yuhui Lin, Siyue Yu, Yuxing Yang +2

Recent advances in Multimodal Large Language Models (MLLMs) have expanded reasoning capabilities into 3D domains, enabling fine-grained spatial understanding. However, the substant…