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Aug 15, 2017 at 10:16 comment added DavidButlerUofA Also worth noting if you want to search for papers, that often they are called k-arcs (for n=2) or k-caps (for n > 2).
Aug 15, 2017 at 6:31 comment added DavidButlerUofA Yes that paper is about the same things. $PG(n,q)$ is what the OP calls "$\mathbb{PF}_q^n$". See also this very recent paper from JA Thas arxiv.org/abs/1702.01097
Aug 14, 2017 at 23:55 vote accept forget this
Aug 14, 2017 at 23:20 comment added Gro-Tsen @user193072 This paper (Storme, Thas & Vereecke, "New Upper bounds for the sizes of caps in finite projective spaces" J. Geometry 73 (2002) 176–193) seems to be about this, although I will admit that this is just what Google turned up and I looked no further than the abstract).
Aug 14, 2017 at 23:01 comment added forget this Thank you! A great answer. Is anything non-trivial known about upper bounds?
Aug 14, 2017 at 22:17 history edited Gro-Tsen CC BY-SA 3.0
mention the $n=2$ case and the related theorem by B. Segre
Aug 14, 2017 at 22:09 history answered Gro-Tsen CC BY-SA 3.0