Abstract: This invention relates to water-based coatings for exterior surfaces which upon application quickly develop resistance to being washed out by inadvertent precipitation. These compositions comprise an aqueous anionically stabilized dispersion of water-insoluble polymer prepared by either emulsion polymerization or mechanical emulsification, inorganic pigment dispersed with anionic polymers, salts, or soaps, and the propionic acid salt of calcium.