Instruction-Evidence Contrastive Dual-Stream Decoding for Grounded Vision-Language Reasoning

Yashwant Pravinrao Bangde, Debaditya Roy

Vision-Language Models (VLMs) exhibit strong performance in instruction following and open-ended vision-language reasoning, yet they frequently generate fluent outputs that are wea…