GTAIV or LBP are the top runners (IMO). But lets not be too hasty, I think that L4D could come out and shock people. Gears 2 and MGS4 have a chance, but I doubt it. Certain sites will give there GOTY awards spread between several of the games mentioned above.
But in the end, I think the majority of them will give it to GTAIV.