Two Democratic former US presidents, Bill Clinton and Jimmy Carter, and former Secretary of State Colin Powell, a Republican, endorsed Mr Biden.
Mr Clinton said President Donald Trump had brought "chaos" to the Oval Office.
Mr Trump trails Mr Biden in opinion polls ahead of November's election.
This is Mr Biden's third White House bid - his coronation as the Democratic nominee represents a remarkable turnaround given that his campaign appeared to be in danger of collapse in February.