MAPS: A Synthetic Dataset for Probing Vision Models in a Controlled 3D Scene Space

Santiago Galella, Pamela Osuna-Vargas, Maren Wehrheim +3

Modern vision models achieve strong performance on standard benchmarks, yet their aggregate accuracy reveals little about which scene properties drive their predictions. Existing r…