Yes applying some Aloe Vera Gel to the dark circles will help get rid of the dark circles under your eyes.
The Aloe Vera Gel will also help get rid of Pigmentation around your eyes as well. It might not work overnight but overtime the dark circles should be gone with the use of Aloe Vera Gel.