StarCraft 2 - How are disconnects handled?

Solution 1:

Disconnecting means you lost the match.

But as @Juan commented, they don't appear on your match history instantaneously, so it may take some time to show up. Especially because your Battle.Net account didn't receive the end result directly after the match was ended, so it needs to look up what happened.