Discard seeds from cantaloupes.
Scoop pulp from each cantaloupe, leaving shells 1/2 inch thick.
Cut a thin slice from bottom of each shell, being careful not to cut a hole in shell.
Combine cantaloupe pulp, sherry, sugar, and orange juice in container of an electric blender; process until smooth.
Chill mixture thoroughly.