Improving the Reasoning of Multi-Image Grounding in MLLMs via Reinforcement Learning

Bob Zhang, Haoran Li, Tao Zhang +5

Multimodal Large Language Models (MLLMs) perform well in single-image visual grounding but struggle with real-world tasks that demand cross-image reasoning and multi-modal instruct…