The work aims to combine subjective image evaluation with objective physiological measurement, and explore the relationship between users' non subjective physiological cognitive data and psychological subjective evaluation, so as to solve problems of strong subjectivity, single perspective of scheme selection and poor reliability of results in the current evaluation of clothing pattern layout schemes. The shape grammar was used to design the experimental samples, establish the image vocabulary space, obtain the corresponding data through the questionnaire survey and eye movement experiment. The correlation of data was analyzed. The single dependent variable partial least square regression was adopted to fit the correlation between the subjective image evaluation value and eye movement physiological indicators under different image word pairs, and analyze and verify the validity of the fit model. The results showed that under the stimulation of different image words, there was a high correlation between the subjective evaluation and eye movement physiological indicators. The image evaluation model can effectively and accurately reflect the users' subjective evaluation of the clothing pattern layout scheme, and provide a more objective evaluation method for the clothing pattern layout scheme evaluation.