Abstract: To better analyze the performance of the target tracking algorithm under several types of jamming, an anti-jamming performance evaluation method of photoelectric guided target tracking algorithm is proposed. The video dataset of interference scenes in the field of photoelectric guidance was constructed, and we labelled target ground truth, quantified and classified different degrees of jamming. The general integrated evaluation model of the anti-jamming performance of the target tracking algorithm was designed. By calling the dynamic link library and universal interface conversion board, the limitation of the evaluation object was solved. The evaluation index system was established by combining jamming, algorithm accuracy, robustness to solve the accuracy and objectivity problem of the evaluation method. We created an all-in-one object tracking and anti-jamming performance evaluation system, and the performance test of the tracking algorithm and multi-class tracker and seeker was realized. The test results show that the evaluation method is reasonable and effective, and can objectively evaluate the anti-jamming performance of the target tracking algorithm.