When I did training with OC spray, that's what they recommended to us. If you can, close one eye while you're spraying. I was told it might help a little, but it's no guarantee, because the stuff also effects skin and mucus membranes.

When I had to get sprayed, they made us put a hand over one eye (so we would only get sprayed on one side of the face). Even then it sucked.