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-Cs 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 wax； —at least one hydrophilic gelling agent chosen from nonionic associative polymers of polyurethane type, preferably polyoxyethylenated； —preferably at least one surfactant, preferably non-ionic.
