I'm friends with a lot of the cycling team at my university, and I see one of them on his road bike regularly getting out of one of my classes. We try and race each other, and I won the last couple of days, but then I realized he was just using his clipless pedals with street shoes.
He brought his clipless shoes the other day, and I got absolutely smoked, as would any fixed gear rider against a geared road bike.