As far as I can tell most localities basically leave money on the table with high tax rates. Raising property taxes decreases the price of the homes, which in turn results in a damper on revenue. You likely get a small bump in revenue with a rate increase in the short run followed by a decrease in the long run as the home prices stagnate.