As one of the important contents of early childhood education, early childhood physical education plays a vital role in the healthy development of children’s physical and mental health, which is directly related to the future growth and development of children. Similarly, if we want to promote the healthy development of kindergarten physical education activities and carry out higher quality physical activities, we must do a good job in the evaluation of physical education activities, so as to promote the better physical development of children. Through the use of literature research method, observation method and other methods, the development of the evaluation of physical education activities in A Park, the existing problems and influencing factors in the evaluation of physical education activities in A Park and the countermeasures to optimize the evaluation of physical education activities in A Park were studied in three main aspects. The research found that, A kindergarten still has some problems in the five aspects of the evaluation subject, evaluation standard, evaluation content, evaluation method and teaching completion effect in the evaluation of physical education teaching activities. Therefore, it also puts forward the strategy of diversified evaluation subject, innovative evaluation standard, comprehensive evaluation content, diversified evaluation method, and teaching completion effect based on children’s learning process. It is hoped to improve the physical quality of children in A Garden, promote the continuous development and improvement of the evaluation of physical education activities in A garden, and also provide a good reference for other kindergartens.