It happened close to a shopping center on International Boulevard near 40th Avenue.
Oakland police responded after they say California Highway Patrol officers requested their help, just after 2 p.m.
The CHP has not said yet why they were pursuing the man.
But police say he was armed, refused their commands, and lunged at officers with a weapon.
Stay with ABC7 News for updates on this developing story.