Back in my test lab days, we would check the accuracy of thermometers by first measuring the temp. of ice water ( water and ice in a beaker) then we would measure the temp. of water in a steaming state.
I now use a digital oven thermometer that is accurate to within one degree. Cost $20, at the local Walmart.