In article the method of estimation of efficiency of video images text label recognition systems is offered. The purpose of its creation is decrease in costs of time for calculation of efficiency characteristics of such systems. For achievement of the specified purpose it is offered to present system as algorithms of localization, segmentations, recognition and the decision-making, possessing own efficiency characteristics.