Do vision-language models search like humans? Reasoning tokens as a reaction-time analog in classic visual-search paradigms

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arXiv:2606.25066v1 Announce Type: new Abstract: Visual search has been one of the most productive paradigms in the study of visual attention: the way reaction time scales with the number of items distinguishes parallel, "pop-out" search from serial, attention-demanding search. I ask whether vision-language models (VLMs) exhibit the same behavioral signatures. I adapt four classic paradigms: feature versus conjunction search, spatial-configuration (T-vs-L) search, enumeration, and the tilted/ver