It's happened to me about 10 times.
Now, whenever I am filling, I just sit/stand there and watch it.
If someone in the family starts talking to me or anything like that, the water gets turned off.
Way too easy to get distracted when the phone rings, family member starts talking or whatever, then forget the water is running.
It's boring to watch water go into a tank, but I just hate cleaning up floods.