The quality performances of passive RFID tag antennas were analyzed in theory. According to the differences between the measured and simulation of antenna performance, under screen printing conditions, Linear regression model was established using the gap, thickness and maximum reading distance as three independent variables to evaluate the printing quality of RFID tag antennas. The purpose was to provide guidance for optimization of RFID tag antennas in practical production.