The present invention relates to a cosmetic composition comprising one or more thickening polymer(s) and a particular blend of vegetable and mineral oils. The present invention also relates to a method of cosmetic treatment wherein such a composition is applied on keratin fibres. Finally the present invention relates to the use of such a composition for conditioning keratin fibres, and more particularly human keratin fibres such as the hair.