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Hai-Hao Li

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#small language model Preprint Aug 2026

Order Matters: A Chinese Multi-Panel Meme Benchmark for Vision-Language Reasoning

CMPM, a Chinese Multi-Panel Meme benchmark with 1,214 annotated samples covering five structural types, ordering dependency, panel-order constraints, and optional comment context, is introduced and results indicate that canonical-display accuracy is not by itself evidence of order understanding.

Hai-Han Li, Hai-Hao Li, Zhengjie Xu et al. · 0 citations