I usually tip 20+% in cabs, and the drivers usually seem thankful, so I'd also not be surprised if a lot of folks don't tip well. I believe Cabbies were initially tipped for the services they provided beyond driving, such as carrying luggage, opening the doors, having nice a clean vehicle etc etc.