SpaMEM: Benchmarking Dynamic Spatial Reasoning via Perception-Memory Integration in Embodied Environments
arXiv:2604.22409v1 Announce Type: new
Abstract: Multimodal large language models (MLLMs) have advanced static visual–spatial reasoning, yet they often fail to preserve long-horizon spatial coherence in embodied settings where beliefs must be continuo…