[Whyman]

The only thing I can think of is that the contacts in the fob are dirty and passing a small amount of current/volts continuously and draining the battery over time.

I have seen some where the rubber contacts can stick to the circuit board part and cause problems.

If you can get at them give the contacts a clean.