How Many Visual Levers Drive Urban Perception? Interventional Counterfactuals via Multiple Localised Edits
arXiv:2604.22103v1 Announce Type: cross
Abstract: Street-view perception models predict subjective attributes such as safety at scale, but remain correlational: they do not identify which localized visual changes would plausibly shift human judgement …