How Much Vision Does Multimodal Reasoning Need? Vision-Stripping for Multimodal Benchmarks

Published in Under review at NeurIPS 2026, 2026

This work studies how much visual information multimodal reasoning needs through vision-stripping for multimodal benchmarks.

Recommended citation: Weijia Zhang, Zijia Liu, Tianyi Zhang, Ruiqi Chen, Lian Zhang, Haoru Li, Haoqi Chen, and Jiaxuan You. (2026). "How Much Vision Does Multimodal Reasoning Need? Vision-Stripping for Multimodal Benchmarks." Under review at NeurIPS 2026.
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