There are plenty of bible literalist traditions that present falsifiable events/ideas as historical facts.
See https://en.wikipedia.org/wiki/Young_Earth_creationism.
The certitude one can achieve through evidence for (or against) the claim that the Earth is presently flat, can never be obtained for an assertion regarding a past event.
You're mixing apples and oranges.