Author

Qi Zhang

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#machine learning Jun 2026

Diagnosing Visual Ignorance in Vision-Language Models

Across three VLMs and twelve benchmarks, this work tracks the answer-relevant information decodable at each decoder layer and measures when it becomes coupled to the final output, and distinguishes the availability of visual information from its influence on prediction.

Run-Yu Zhou, Qi Zhang, Qixun Wang et al. · arXiv.org · 2 citations · ⚡1