Historically, mathematical Platonists may have had an idea of mathematical entities being present in space, but today (after general relativity, quantum mechanics, etc.) it would be difficult to maintain such a posture. Today (some) Platonists postulate a mind-independent realm of mathematical entities (which they tend to describe as mathematical objects). Some are more cautious. For example, Bernays phrased a moderate Platonist position in terms of the objectivity of mathematical "objects":
"there is no fundamental obstacle to attributing objectivity
sui generis to mathematical objects."
This is in his article
Bernays, Paul. Zum Symposium "uber die Grundlagen
der Mathematik. Dialectica 25, no. 3/4,
Conclusions et r'eflexions finales du Symposium permanent de
math'ematiques (1971), 171--195.
This is somewhat surprising, since Bernays collaborated with Hilbert on a Formalist programme (perhaps somebody here can explain this comment by Bernays).
Non-platonists reject the existence of either such a mind-independent realm or the objectivity, at least when it comes to infinitary mathematical entities.