The present invention relates to a method of removing a polymer veil and a metal contamination deposited on a substrate having a metal layer. First, the polymer veils are removed by a chemical liquid in an inert gas atmosphere. Subsequently, the metal contamination are removed by oxidizing the metal contamination into metal oxide contamination by mixing oxygen in a small concentration in the inert gas atmosphere, and dissolving the metal oxide contamination by the chemical liquid.