Comment by lorenzhs

If you're interested in truly space-efficient hash tables—as in "at every point in time, at least 97% of the space of the table is used for elements"—check out this paper by a colleague of mine: https://arxiv.org/pdf/1705.00997.pdf (the relevant plots are on pages 10 and 11). He's going to publish the code soon-ish as well.