The invention discloses a scratch-resistant wall finish paint, relating to the technical field of chemical industry. The scratch-resistant wall finish paint is prepared from 40-50 parts of anionic self-crosslinking silicone-acrylic emulsion, 1-5 parts of glass powder, 1-3 parts of dispersing agent, 0.2-0.5 part of defoaming agent, 5-10 parts of titanium white, 0.1-0.2 part of surfactant, 50-60 parts of ground calcium carbonate, 0.1-0.2 part of thickener, 0.5-1 part of pH regulator, 0.5-1 part of mildew preventive, 0.5-1 part of anionic powder and 3-8 parts of water. Compared with the prior art, the anionic self-crosslinking silicone-acrylic emulsion has favorable chemical stability. When the anionic self-crosslinking silicone-acrylic emulsion is in use, as the moisture is volatilized, the siloxane monomer is hydrolyzed to generate silanol condensation, and the acrylamide monomer enables the paint film to form the stereoscopic space network structure; and thus, after the paint is combined with the wall, the adhesive force is greatly enhanced, and the paint film can not easily shed. By adding the glass powder, the toughness of the wall finish paint is greatly enhanced, and the paint film can not easily generate scratches.