Stomp reported on the incident after Stomp contributor Chin shared a video of the couple.
The video promptly went viral and was posted on other Facebook pages and the incident was reported by other news sites like The Straits Times.
Following the public outcry by netizens who condemned the couple's behaviour, oBike filed a police report.
According to The Straits Times, the pair turned themselves in on Nov 24 at Bukit Merah East Neighbourhood Police Centre.
The police said that a 37-year-old man and 36-year-old woman are currently assisting with investigations.
If found guilty of mischief, they can be jailed for up to a year and/or fined.