I can't think of 3 times I've done that in my life, but never more than £50. Reported the occasions to the bank, but all happened in busy areas so I stood no chance of getting it back. Serves me right for being so stupid!
I suppose if all else fails you could somehow ask them to check their security cameras, to see if someone took it after you?