Hi there
I have spent many years binge eating (and purging) and the only thing that has helped me stop has been Atkins, and perhaps also taking bupropion, the generic Wellbutrin.
The absence of carbs has REALLY helped me a lot. I don't know how much the antidepressant has helped too, at least as far as diet goes, but I'm not craving sugar or bread at all. I used to be able to eat a loaf of French bread by myself, or a whole large pizza.
When I was eating a "normal" diet, I was constantly up and down on the scale, and in my resolve. Overall though, the weight trend was going up for me. Atkins has surprised me by how well it works. That's my experience anyway.
I hope you find what works for you