Do LiDAR Language Models Really Understand Spatio-temporal Relationships?

Runyi Yang, Murat Akkoyun, Di Wen +8

Recent 4D LiDAR language models aim to reason about objects and their evolving spatial relationships. Yet, in our evaluation, always selecting the same option nearly matches the mu…