Well generally in a rain, water sprays all over your bike from the wheels and that carrys a lot of dirt. So your drive train and bike will get really dirty.

I spray my bike over with my water bottle several times and wipe it off.

I also clean and relube the drive train.

You can get by by relubing your chain but that means the dirt is all still on your chain to work as an abrasive.