Japanese-prompted vision-language models produce more background-first captions than English-prompted ones, but the effect is confounded by the evaluator and by language grammar.
As shown in Ta- ble 7, the results align with our findings in English in terms of the cognitive ratio
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Contrasting Cognitive Styles in Vision-Language Models: Holistic Attention in Japanese Versus Analytical Focus in English
Japanese-prompted vision-language models produce more background-first captions than English-prompted ones, but the effect is confounded by the evaluator and by language grammar.