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"Late Night with Jimmy Fallon's" Pearl Jam Week finally gave fans a performance from the honorees themselves.  Pearl Jam took the stage Thursday night to play one of their new songs, "Sirens." 

The track is from the band's latest album, Lightning Bolt, which just debuted at the top of the Billboard 200. 

Fallon has been celebrating the release all week, starting with Chris Cornell's cover of "Footsteps" with the Avett Brothers on Monday.  Fleet Foxes' Robin Pecknold took on "Corduroy" on Tuesday, and country star Dierks Bentley tackled "Alive" on Wednesday. 

Eddie Vedder and company are scheduled to return to "Late Night" tonight to wrap up Pearl Jam Week before returning to the road on their "Lightning Bolt" tour.