Yes, there are an estimated 1,000 people sleeping rough. The study below determined that 40% of them actually own/rent housing, but don't use it because of eg. family conflicts, while the remainder either choose not to apply or have somehow fallen through the cracks of the system.

https://lkyspp.nus.edu.sg/gia/article/singapore's-hidden-hom...