Why not Human Olympics?
Why not ignore gender labels and go by chromosomal configuration? There could be XY and XX [1] olympics. And then there should be X, XYY, XXX, XXXY, XXYY, and all the other possibilities [2].
There is more complexity than the binary in the expression of sex in humans.
[1] https://en.wikipedia.org/wiki/Sexual_differentiation_in_huma...
Already exists, it's what people refer to as "male olympics". As far as I know, females aren't banned from competing. It is just that they don't stand a chance in most disciplines. The whole point of female olympics is to keep males out.