As our garage is integral with the house and we have a door between kitchen and garage we let the cats into the garage on a regular basis.
I suspect the mice smell the cats and don't stay.
Also, the only way into the garage, other than from the kitchen, is an aluminium roller shutter door, which is almost draught proof, so not easy for mice penetration.