Raw fish, that is!

LeAnn Rimes and Eddie Cibrian hit up Nobu in Malibu Wednesday night for a little spicy tuna and sake.

Rimes is currently in talks to be a judge on Simon Cowell's X Factor. The Grammy-winning singer gets our vote!