Yes Canker sores will go away within 1 to 2 weeks on their own without any treatment but you can make it heal a little faster by gargling with some warm salt water or even gargling with some apple cider vinegar.
Apple cider vinegar has antibacterial properties which kills bacteria and can get rid of canker sores within a few days by gargling apple cider vinegar a few times per day until it goes away.