An existence that mistakenly took fundamental reality to consist of point particles instead of fields. But we still found out about fields and quantum mechanics.
We don't know that fields are real. We just know that the mathematical language of fields is the most convenient and concise to describe the experimental results we see.
As a starting pint, the magnetic field can be shown to be real with metal filings. Whether fields are the fundamental building block is another matter.