The disclosure relates to compositions and methods for improving the appearance of the skin. Compositions comprise comprising (A) (a) at least one vinyl-terminated polysiloxane and at least one hydride-functionalized polysiloxane, and (b) at least one filler; and (B) (a) at least one vinyl-terminated polysiloxane; (b) at least one filler, and (c) at least one metal catalyst. Methods comprise applying the compositions to the skin to tighten the skin or hide skin imperfections by forming a film on the skin. Kits comprising the composition are also disclosed.