Proceedings of the National Academy of Sciences, Volume 123, Issue 17, April 2026. SignificanceHuman visual performance varies across eccentricity—distance from gaze—and around polar angle—circular dimension. Retinal factors and cortical surface area account for eccentricity, but only partially for polar angle variations. Here, we show …