Probably won't help much at this point but can't hurt. So I'd say rinse away.

Yes rinse away. It helps a bit bit all you can do is wait and water. I did the same thing to my plum tree. The leaves got scorched and a little curled and slowed growth a bit but all the new growth is finally looking good and green. Just give it time.