Towards Annotation-Free Validation of MLLMs: A Vision-Language Logical Consistency Metric

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Bibliographic Details
Main Authors: Gu, Ying, Leong, Mei Chee, Tan, Hui Li, Mao, Shangbo, Li, Liyuan, Chen, Nancy
Format: Preprint
Published: 2026
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