I call Him my sweetie. Nope, it's not the usual honorific but it's a term of endearment that we both use.

He's Sir when we're having serious discussions. If we attended munches or other events I'd most likly call Him Sir but that's a non-issue as we're not really social butterflies. When we're out in public or around family, I call Him by His first name.