2026
ReAG: Reasoning-Augmented Generation for Knowledge-based Visual Question Answering
CVPR 2026
Multimodal Large Language Models (MLLMs) have shown impressive capabilities in jointly understanding text, images, and videos, often evaluated via Visual Question Answering (VQA). However, even state-of-the-art MLLMs struggle with domain-specific or knowledge-intensive queries, where relevant inform