what should we create a desktop game or a mobile game?

Also may I ask What is the benefits in joining this game jam?

You can use any game engine to produce any kind of distributable, however I would recommend releasing for Windows or in-browser to reach the largest audience.

The game jam is for fun, and to challenge yourself.