Linking Perception, Confidence and Accuracy in MLLMs

Yuetian Du, Yucheng Wang, Rongyu Zhang +5

Recent advances in Multi-modal Large Language Models (MLLMs) have predominantly focused on enhancing visual perception to improve accuracy. However, a critical question remains une…