A duck!

In the sport of cricket, when a batsman is out without scoring any runs (points).

Also:
Golden Duck - when a batsman is out after only facing one ball

Royal Duck - when a batsman is dismissed by the first ball of the innings

"I didn't score any runs, I got a duck"

by Corps October 16, 2004