Sports and art dont usually mix. But this year, on Super Bowl Sunday, they will.

Two directors from Super Bowl contender city art museums--the New Orleans Museum of Art and the Indianapolis Museum of Art--are getting in on the Big Game by wagering major art loans on the outcome of the Saints-Colts matchup.

The bet, just finalized this afternoon,...