The invention relates to a cosmetic composition comprising, in a physiologically acceptable aqueous medium, a polysaccharide modified with hydrophobic chains a polymer comprising sulfonic groups a (meth)acrylic acid polymer, which is preferably crosslinked, and/or an oxyethylenated silicone surfactant. Use for caring for and making up keratin materials.