MM-OPD: Towards One More Bottleneck Between Perception and Reasoning.

arXiv:2609.32690v1 Announce Type: cross Abstract: Recent multimodal large language models (MLLMs) advance visual reasoning by strengthening both perception and reasoning, implicitly assuming a process that transitions seamlessly from perception to reasoning. H