The emergency services were alerted at around 11pm on Sunday and a major operation was launched involving police, fire crews, the coastguard, the RAF and search specialists.
The bodies were found at different locations in the river on Monday. Northumbria Police said their investigation would continue and a report would be prepared for the coroner.