Learning can't happen without data and unreliable data result in unreliable PESs and predictions. For developing a full-dimensional reliable PES of any chemical system, the first step is to obtain high-quality energies efficiently for large amounts of configurations. Then the essential question becomes how to select a suitable method for obtaining accurate electronic energies for the system and the research target.