If you join a game in progress and your team loses that match, the loss won’t count against you

According to images shown from multiplayer matches in Black Ops 3, if you join a game in progress and the team you’re placed on loses that match, the loss stat won’t count against you. 

The message in game says

Vahn also confirmed this feature.

SOURCE: Reddit user S2_Tact via @ImDehV