Place margarine in baking dish; rotate dish to coat bottom.
Cut bananas crosswise into halves; cut each half lengthwise into halves.
Place cut sides down in baking dish.
Mix brown sugar, lemon juice and allspice; drizzle over bananas.
Bake uncovered in 350° oven 15 minutes.
Heat rum until warm; ignite and pour over bananas.