The present invention relates to a cosmetic composition comprising, in a physiologically acceptable medium: —at least water, —at least alkylcellulose, —at least one first hydrocarbon-based non-volatile oil, chosen from: —C10-C26 alcohols, preferably monoalcohols； —optionally hydroxylated monoesters, diesters or triesters of a C2-C8 monocarboxylic or polycarboxylic acid and of a C2-C8 alcohol； —esters of a C2-C8 polyol and of one or more C2-C8 carboxylic acids, at least one second non-volatile oil chosen from silicone oils and/or fluoro oils or hydrocarbon-based oils other than the said first oil； at least one particular wax； at least one gemini surfactant of particular formula (I).
