Voters in Oakland, California, are going to the polls on Tuesday to pick a new mayor in an election that could reshape the struggling city. The final results, though, may not be known for several days.

Former Representative Barbara Lee entered the campaign for mayor of the Bay Area city as the favorite. But her main challenger has gained traction after positioning himself as the change candidate.