Drive someone up the wall
To make someone extremely angry.
- My flat-mate is driving me up the wall.
Driving me round the bend
To make someone very angry, especially by continuing to do something annoying.
- You’re driving me round the bend with your constant complaining.
Drive someone mad
To feel irritated
- I wish that person would stop kicking my chair it’s driving me mad.
These are common idioms that you will hear a lot when you are with native English speakers when they want to express that they are feeling irritated or annoyed about something.