The Perception-Physics Paradox: Probing Scientific Alignment with TC-Bench

Dingling Yao, Andrea Polesello, Adeel Pervez +2

While Vision Foundation Models (VFMs) excel at predictive tasks on satellite imagery, their performance can arise from visual correlations rather than underlying structural invaria…