Author name: Chung-En Johnny Yu, Brian Jalaian, Nathaniel D. Bastian

arXiv:2603.23853v2 Announce Type: replace
Abstract: Combining multiple Vision-Language Models (VLMs) can enhance multimodal reasoning and robustness, but aggregating heterogeneous models’ outputs amplifies uncertainty and increases the risk of halluci…

arXiv:2603.23853v1 Announce Type: new
Abstract: Combining multiple Vision-Language Models (VLMs) can enhance multimodal reasoning and robustness, but aggregating heterogeneous models’ outputs amplifies uncertainty and increases the risk of hallucinati…