Depending on the type of eye cream, yes. Some eye creams are produced specifically to remove the appearance of dark circles. You want to look for certain ingredients which should include peptides, certain acids and botanical extracts. Not only eye creams, certain eye patches, which are fairly common, are designed for anti-aging abilities such as reducing wrinkles and fine lines, puffiness, and crows feet.