Adhesive labels seem stubborn sometimes, thus removing them is a daunting task. You can either use chemical solutions or homemade products to remove them. Chemical solutions like rubbing alcohol, lacquer thinner or degreaser will be perfect for the job. A few homemade products include cooking oil or peanut butter. The idea is to remove the stickiness first and then wipe it away with warm water. If you still see some residue behind it, you can use baking soda with warm water. It will vanish the label as if it was not there at all.