The invention relates to cosmetic cleaning agents, which contain a) polylactic acid particles and b) at least one additional organic or inorganic, water-insoluble abrasive component that is different from a) and has absolute particle sizes in the range of 40 to 500 μm. Regular use of the cleaning agent leads to improvement of the complexion, in particular to pore refinement in the face, back, and cleavage region, and/or to matting the skin.