The purpose of this research is to explore the factors of the evaluation of the visual art creations. Five experts and scholars are invited to participate in this research through expert questionnaires and qualitative analysis. The research topics are the ranking of the potential evaluative dimensions, ranking reasons, and other possible aspects. The research results show 1. The ranking of the importance of the evaluation dimension is: story first, style second, composition third, technique and color both ranked fourth. Experts agree that story is the soul of creation. The two dimensions of technique and color have the same score and the ranked lower than the other three dimensions; 2. The experts did not suggest other evaluation dimensions, suggesting that the five dimensions covered most of the evaluation dimensions of visual art creation. In future research, the weight of evaluative dimension according to the importance or nature of these five dimensions may be considered and should be possible to evaluate artistic creation more accurately. The research results can benefit the application and related research of visual art creation evaluation.