Depends on the situation if I'm out and away from home then yes.
But in general no the soaps deadskin that come off can easily fall on to your watch and ironically cause more build up of dirt.
Also, if you do do this it is worth getting your water resistance checked regularly by getting the gaskets checked etc.
This account is verified. WatchCrunch has confirmed that this account is the authentic presence for this person or brand.