Explicit Logic Channel for Validation and Enhancement of MLLMs on Zero-Shot Tasks

Mei Chee Leong, Ying Gu, Hui Li Tan +2

Frontier Multimodal Large Language Models (MLLMs) exhibit remarkable capabilities in Visual-Language Comprehension (VLC) tasks. However, they are often deployed as zero-shot soluti…