And what would science do if we found evidence to the contrary?
We would adapt as we did by developing non-Euclidean geometries that deal with other alternatives.
Right now we don't have the evidence so we, for the most part, take reality as an axiom.
Sure the alternatives are considered but not with a fraction of the percent of resources directed to working in a "reality" where the axiom is taken as given -- that is, as an axiom.
The point is that we treat it as an axiom.
So we aren't disagreeing for the most part? That is what I think we do too. (almost all the time).