Thanks, Shahriar!
Unfortunately, after mapping the import goes into Custom Fields NOT WPDM fields. With Bulk Import everything goes into WPDM fields!
Also,
1. The import breaks if there is HTML in the description field
2. There are NO mappings available for createdate, update date, file_titles etc.