I have an exit visa from saudi arabia and a valid work permit and visa for bahrain can i go by bus from saudi?

I am from Sri lanka and I have an exit visa from Saudi Arabia and also a work permit and visa from Bahrain , please let me know if I can go to Bahrain by bus or since it is my final exit do I need to go through airport back to my country first and then to Bahrain. Please advise