The Formula One Grand Prix event has now been confirmed cancelled.
Fans outside the gates at Albert Park were notified via social media before ground crew confirmed the news.
The ground crew had earlier been using megaphones to inform the crowd that the event would go ahead without spectators and would have a delayed start.
The cancellation comes after a team member of McLaren racing tested positive to coronavirus, prompting the team to withdraw from the race.