For the best flavor, roast eggplants directly over a gas flame or on a grill until the skin is charred and the flesh is tender. This process imparts a smoky taste to the Baba Ganoush. The eggplant can also be roasted in the oven but it will be missing the smoky nuances. To combat this, add a splash of liquid smoke to the dip.