Self-Rewarded Multimodal Coherent Reasoning Across Diverse Visual Domains

Jesen Zhang, Ningyuan Liu, Kaitong Cai +5

Multimodal LLMs often produce fluent yet unreliable reasoning, exhibiting weak step-to-step coherence and insufficient visual grounding, largely because existing alignment approach…