Cauliflower should be left unwashed when storing. Store in the refrigerator, with stem side down, in an open plastic bag or use a perforated plastic bag. This will avoid excess moisture, which causes the cauliflower to deteriorate faster. Store for 5 to 7 days. Cauliflower can be blanched and then frozen and kept in the freezer for up to a year.