Several social media users alleged it was "an attempt to push LGBT ideology".
In a Facebook post on Wednesday, Samsung said it was aware the video "may be perceived as insensitive and offensive".
Singapore remains largely conservative on LGBTQ issues, even as local groups call for greater acceptance.
The ad was meant to promote Samsung's new wearable products, like noise-cancelling earbuds and a smart watch with a heart rate monitor.
