Keep baby arugula in a cloth or plastic bag in the crisper drawer of the refrigerator (up to five days). If you want the baby rocket to last longer, don’t wash it until you’re ready to eat it. Wrap the arugula in a clean kitchen towel or store it in a plastic or cloth bag in the crisper drawer.