However Amelia says the pair are not official boyfriend and girlfriend just yet.
Following the CBB final - where Sam and Amelia finished third and second respectively - the couple were spotted on a date together in London.
Amelia revealed: "We're friends, we're hanging out. Who knows what future holds, but he did take me out and it was lovely. So we'll see how it goes."
"I honestly don't know if we have a future, who knows what it holds," she added to the MailOnline last week. "But he took me out, and we're not rushing into anything, so we'll see."
Asked whether they had kissed yet, Amelia replied: "Erm... no? No comment!"
The singer went on: "Thing is, Sam was very respectful on the show, and that says a lot about the kind of person he is.
"Its funny because when you're trapped in the house together its frustrating, as we just wanted to get to know each other on a one-to-one basis."
Meanwhile, chatting to The Sun newspaper this week, Amelia revealed: "We're just hanging out. We're both very busy at the moment. I bumped into him on Friday.
“We went on a date last Wednesday and it was nice.
“We both came out of long term relationships so we're friends and hanging out and seeing where it goes. Who knows what the future holds.”
During their time in the house together, Amelia and Sam's struggled to get their relationship going.
Sam was accused of leading Amelia on after flirting with her before backing away, fearing he would look like a "d**k".
"I am scared of over-promising and under delivering," Sam explained.
Amelia on the other hand always seemed hopeful that Sam would eventually make a move on her.
"I am besotted with him, I can’t be arsed hiding it," she said.
Celebrity Big Brother will return in 2018 for a new series.