You evidently don't understand what science is. Science is "right", because the point is that falsehoods are verifiable, and the established truths are verified by the process of peer review. Science is also getting more "right" with each new discovery. This discovery doesn't invalidate previous discoveries: it bolsters them, and adds new information.
We used to think the Earth was the center of the Universe. New discoveries led to new insights. These changes to the scientific understanding didn't change the model of the motion of planets across the sky. It helped improve them.
Conversely, I don't see anyone blaming creationist parks.
There are also museums of natural history dotted around the world, which collectively contain (I would say) tens of thousands of models, which would either have to be replaced or reworked, or reinterpreted as being an artefact of an earlier, less complete understanding.