You have to know the exact type. "104" likely means a 100k thermistor, but there are many of them with different Beta values. Also temperature readouts at room temperature aren't very exact.
Third, check the comparing resistor. 4700 ohms is the standard, but there are also boards with an 1000 ohms one. 1000 ohms gives more accuracy at higher temperatures.