Sidewalk Moments: Are Richer Representations Always More Human-Aligned? Evidence from City-Walk Videos

Liu Liu, Freya Huying Tan, Fábio Duarte

We examine whether richer visual representations yield more human-aligned measures of urban engagement, using 61 first-person city-walk videos from YouTube segmented into over 50,0…