The correct choice is 
True
According to kinetic molecular theory, average kinetic energy per molecule of a gas is directly proportional to the temperature. The average kinetic energy is given as 
KE = 1.5 k T 
where T = temperature , k = Boltzmann constant
hence 
temperature is proportional to the average kinetic energy