Storage: Store the unfrosted cake in an airtight container at room temperature for 2-3 days. Once the chocolate and dulce de leche cake is frosted, I recommend storing it an airtight container in the refrigerator for 3-4 days. Freeze unfrosted cake in an airtight container for up to 2 months. Thaw in the refrigerator.