While I couldn't find any scientific studies on the topic, circumstantial evidence suggests that it might. It couldn't hurt to try! Rather than using it as a scrub, try applying a bit of rice flour as a mask to the undereye area and letting it sit for several minutes. Then gently rinse it off, being careful not to get any in your eyes. Over time, it may help to lessen dark circles.