Compositions for cleaning and/or polishing are provided. The compositions comprise a first abrasive, a film comprising a second abrasive, and a carrier. The carrier can be in the form of an oral care composition, a personal care composition, a household care composition, and the like. The present invention also provides methods of cleaning and/or polishing a target surface.