Here is the full setlist of the game:
Update (04/09/2010): The full track list and venue names for the game was released via Entertainment Weekly's Music Mix, which includes 3 full albums (with the DLC tracks included that is), plus tracks from 3 of their other albums.
The Warehouse (A fictional location to represent the band's early days)
Dookie (1994) - Full album:
1. Burnout
2. Having a Blast
3. Chump
4. Longview
5. Welcome to Paradise
6. Pulling Teeth
7. Basket Case
8. She
9. Sassafras Roots
10. When I Come Around
11. Coming Clean
12. Emenius Sleepus
13. In the End
14. F.O.D.
National Bowl (Milton Keynes, England)
American Idiot (2004) - Full Album:
1. American Idiot
2. Jesus of Suburbia
3. Holiday
4. Boulevard of Broken Dreams
5. Are We the Waiting
6. St. Jimmy
7. Give Me Novacaine
8. She's a Rebel
9. Extraordinary Girl
10. Letterbomb
11. Wake Me Up When September Ends
12. Homecoming
13. Whatsername
From Warning (2000):
Minority
Warning
From Nimrod (1997):
Hitchin' a Ride
Good Riddance (Time of Your Life)
Nice Guys Finish Last
From Insomniac (1995):
Brain Stew
Jaded
Geek Stink Breath
The Fox Theater (Oakland, California)
21st Century Breakdown (2009) - Full Album (with the 6 current DLC tracks included):
1. Song of the Century
2. 21st Century Breakdown
3. Know Your Enemy (DLC track)
4. ¡Viva La Gloria! (DLC track)
5. Before the Lobotomy
6. Christian's Inferno (DLC track)
7. Last Night On Earth
8. East Jesus Nowhere (DLC track)
9. Peacemaker
10. Last of the American Girls (DLC track)
11. Murder City
12. ¿Viva La Gloria? (Little Girl)
13. Restless Heart Syndrome
14. Horseshoes and Hand Grenades
15. The Static Age
16. 21 Guns (DLC track)
17. American Eulogy
18. See the Light
Total: 47 tracks on disc + 6 DLC tracks*= 53 tracks
* The DLC tracks are included with the "Plus" edition as mentioned above, or they can be purchased from the PSN now as individual tracks ($1.99 each) or two 3-song packs ($5.49 each).