If you ride correctly with few mistakes, the breed shouldn't matter.
Of course, judges are human and everyone has preferences and prejudices. Let's just hope they don't have anything against Arabians.
A friend of mine used to show her Arabian stallion in Hunter Hack. They won quite a few ribbons, even in the open shows. They were a lovely pair.