A gang of 80 youths have destroyed a Melbourne home after a party at an Airbnb descended into chaos.

The partygoers were seen sprinting from the home at Box Hill North, in the city's east, on Sunday morning.

CCTV footage obtained by Nine News showed some of the young men brandishing planks of wood as they left the house on Ashley Street.

Police were called to the house party following noise complaints and reports of a brawl at about 6am.

The partygoers were seen sprinting from the home at Box Hill North, in the city's east, on Sunday morning

'It is believed a brawl broke out the front of the house with a large number of youths,' a police spokesman told Daily Mail Australia.

'Police shut down the party with up to 80 youths dispersing from the house about 6am.

'The house sustained major internal damage and police are investigating whether items were stolen from the address.'

One female youth was arrested for failing to confirm her identity but was later released.

No injuries were reported.

One witness, Felicity, told Nine News: 'They [the police] had them against the fences, they were searching them. The kids were just laughing, no one was taking anything seriously.'

One local resident said the gang had been shouting and yelling 'the whole night'.

Vision from inside the house shows holes in the walls, rubbish scattered across the kitchen and broken plaster on the staircase

Five people reserved the Airbnb property for two nights and they first checked into the home on Friday.

Vision from inside the house shows holes in the walls, rubbish scattered across the kitchen and broken plaster on the staircase.

Property manager Justin was shocked to find the destruction on Sunday morning and likened the mess to a 'war inside' the house.

'I think they [Airbnb] need to identify the people who book it [the properties] more carefully,' he said.

The repair bill is set to reach $45,000, while the clean-up will last for two weeks.

Five bookings at the property were also forced to be cancelled.

The damage is expected to cost $45,000, while the clean-up will last for two weeks

An Airbnb spokesman said the reported behaviour is 'utterly unacceptable' and violates what the community stands for.

'We have absolutely zero tolerance for bad behaviour and we enforce strict policies to protect hosts, guests and the wider community,' the spokesman said.

'We have removed the bad actors from our platform and stand ready to assist Victoria Police to ensure they are held to account. We will also support the host through our Host Guarantee.

'There have been more than half a billion guest arrivals in Airbnb listings to date and negative incidents like this are extremely rare.'