That's possibly down to the slave trade.. Selective breeding and the hell the race was put through could have theoretically created a stronger/more athletic gene pool.

That's not to say that there aren't some huge black fatties though.

This is however just an assumption, I've never done reading on it, it's something I've heard others mention before though.