StemBind: When MLLMs Get Lost Between Rules and Instances in Abstract Visual Reasoning.

arXiv:2606.00148v2 Announce Type: replace-cross Abstract: Multimodal large language models (MLLMs) often know the rule but pick the wrong answer: on abstract visual reasoning (AVR) tasks, a model can describe what it sees and name the underlying pattern, yet s