Do Transaction Prices Reflect Visual Preference? A Diagnostic Study with Multimodal Language Models.

arXiv:2610.41358v1 Announce Type: new Abstract: Existing visual preference evaluation relies on costly human annotations or preference reward models, whereas online marketplace transaction prices are readily available and reflect real purchasing behavior, offe