A powder-based cosmetic composition for application to skin is provided. The composition contains (a) one or more cosmetically acceptable particulates which are naturally hydrophobic or coated with a hydrophobic material (b) at least one binder for the particulates of the powder-based cosmetic composition and (c) a film-forming, oil-absorbing polymer having an affinity for sebum secreted from skin.