A spokesperson for Three's owner Mediaworks told the Herald: "MediaWorks were not aware of these allegations against Chris Mansfield until today. We are looking into it as a matter of urgency."
The show sees contestants "marry" a complete stranger and cameras follow what happens next.
It's not the first time the Kiwi version of the international franchise has been hit by controversy.
Season one star Andrew Jury made headlines when offensive messages he had sent to a woman on Tinder were revealed.More recently, season two contestant Ottie Schwartz made headlines over drink driving and assault charges.
Schwartz was charged with drink driving in Christchurch in October 2018. She had a breath alcohol reading of 473mcg - the limit is 250mcg. Schwartz entered a guilty plea and was fined $400 and disqualified from driving for six months.
She also made headlines when she admitted to assaulting a close friend named Olivia.
In an apparent attempt to get ahead of the controversy before her MAFS season went to air, she spoke to The Project - another Three show - and said: "It got very heated. There was some slinging and I ended up pulling her hair - not a fine moment of mine. I wrote her an apology at the time and that still stands. I'm still really sorry about it."