My FI and I paid for our wedding party attire, although it got a little spendy I felt it was the right thing to do given the price of airline tickets.
On the other hand, I know the bride and groom do not have to pay for it. At the end of the day, your bridemaids and groomsmen are probably not expecting that you pay for their clothing.