If your hummingbird cupcakes are dry, you may have added too much flour to the batter or you may have overbaked them. Be sure to measure your flour properly by spooning it into the measuring cup and leveling it off with a knife. Be careful not to overbake your cupcakes and take them out of the oven as soon as the centers are set or a toothpick comes out clean.