Sift dessert bar (two locations - one at 47 Graham Street, Central and one in Horizon Plaza) has fabulous fluffy cupcakes in great flavors and other yummy baked goods.
Mandarin Oriental cake shop has some great mini cakes/tarts and some good breads/brioche as well.