Generative Universal Verifier as Multimodal Meta-Reasoner

TL;DR

We introduce *Generative Universal Verifier*, a novel concept and plugin designed for next-generation multimodal reasoning in vision-language models and unified multimodal models, providing the fundamental capability of reflection and refinement on visual outcomes during the reasoning and generation process. This work makes three main contributi...

Opening excerpt from the authors’ abstract. source