The Biggest Loser (7 p.m., Ch. 5): The red and black teams compete in challenges.
Annie Oakley: American Experience (7 p.m., Ch. 7): Sharpshooter Annie Oakley finds fame in Buffalo Bill's Wild West Show.
Glee (7 p.m., Ch. 13): The rivalry intensifies between the Warblers and New Directions.
Celebrity Wife Swap (8 p.m., Ch. 4): The wives of wrestler Mick "Mankind" Foley and actor Antonio Sabato Jr. trade lives.
Jesse James: American Experience (8 p.m., Ch. 7): Dispelling myths about an infamous outlaw of the Old West.
Raising Hope (8:30 p.m., Ch. 13): Burt becomes obsessed with gambling.