They were brought before a "sharia court" which ordered them to be publicly executed without giving any details about their alleged abusers.
The four women were stoned to death in front of a large crowd, according to local sources.
Media activist Abdullah al-Malla Syrian press agency ARA News said: 'The four women were most likely exposed to sexual abuse at the hands of ISIS militants before being driven out of their homes and transferred to the Sharia Court.
'Apparently, the victims had been raped by ISIS terrorists and then stoned to death on charges of committing adultery.'
Raafat Zarari, spokesman of the Nineveh media centre, told the agency that the four victims were arrested on Wednesday in a raid by ISIS (Daesh, ISIL, Or so-called ISlamic state).
He added: 'The terrorists claimed to have captured the women while committing adultery.'
Stoning as a method of execution has frequently been reported in areas controlled by terrorist groups across the Middle-East, including ISIS-controlled areas in Syria and Iraq, as well as Taliban territory in Afghanistan.