Can Neutral Players win a game?

In a Nuclear spoils game, if you use a set that eliminates yourself and the only other person in the game, who wins? It would be stupid and pointless for neutral to win, but yet can you win a game you were eliminated in? Surely the other remaining person can't win since they themselves were also eliminated.