A Strong Baseline for Evaluating Vision Encoders in Multimodal Large Language Models.

arXiv:2610.05413v1 Announce Type: cross Abstract: Evaluating vision encoders requires metrics that reliably predict their downstream performance in multimodal large language models (MLLMs). Although recent studies have shown that cross-modal metrics can better