According to Jim (2001)

S8E11 The Daddy Way

Cheryl and her friends, looking for a break from their children, host a "Daddy and Me" gathering for Jim and other fathers at their house. Jim seizes the opportunity to transform what could be a dull day into an exciting competition by organizing baby races. The dads place bets on their little ones while enjoying some beer, turning babysitting into a lively sporting event.