Most people dont but ive definitely noticed a difference since cleaning tires. I use brakleen and sauce immediately after. Alternately you could use rubbing alcohol but i find that drys everything out a lot. Some say brakleen does too but the tires dont last long enough to see a difference i think.
Really depends how dirty the racing surface is. I find bathing the tire in water works better against sugar water solution outdoors.