Milled Rice (e.g., white rice) – If stored properly, milled rice will keep almost indefinitely on the pantry shelf. Whole Grain Rice (e.g., brown rice) – Because of the oil in the bran layer, this rice has a shelf life of approximately six months. Refrigerator or freezer storage is recommended for longer shelf life.