You could use either a quality acrylic or oil-based paint to topcoat a beadboard backsplash, but the key to easy clean-up will be the gloss. Remember, the higher the sheen, the easier to clean; and it rhymes, too! A high gloss finish will wipe clean easily with a damp sponge.