Absolutely you need to pay them, the most secured auction is starting bid $1 then you set the reserve price you want, in this case as long as the reserved not met you don, t need to pay them the fees, unless you wish to sell your name or site to the highest bidder.
No reserved of $1 is when theres a bid place, either $1 or higher, you need to pay them the fees.