21-years-old, how do I stop being depressed over failing?

Talk to your mom. She needs to know how you really feel about her judgment but maybe first talk to a school counselor or something privately and see if they can help you develop some good approaches to help find out why you are really deep down depressed. Personally I think it is stemming from the hardships between you and your mom.