The new reality dating show was pulled from the schedule after airing two episodes since its debut last week, reports Deadline.
3, based on an Israeli series, features three women brought together to live under the same roof as they search for love.
CBS Entertainment president Nina Tassler said: "It was a show we tried, we were excited about.
"It didn't quite get traction. I think overall, the summer has been a little bit soft for everybody".
3's Sunday timeslot will be replaced with repeats of CBS drama.
The network is gearing up to premiere new seasons of old series as well as debut new shows such as Elementary, Vegas, Partners and Made in Jersey this fall.
Watch a clip from 3 below:
Gallery - CBS new show promo posters for 2012/2013: