mR${}^2$AG: Multimodal Retrieval-Reflection-Augmented Generation for Knowledge-Based VQA

Tao Zhang, Ziqi Zhang, Zongyang Ma +10

Advanced Multimodal Large Language Models (MLLMs) struggle with recent Knowledge-based Visual Question Answering (VQA) tasks, such as INFOSEEK and Encyclopedic-VQA, due to their li…