Validating a Proportional Odds Regression Model

Hi everyone,

I am doing some analysis on survey data. The dependent variable has five categories, and is ordinal in nature.

I have created a validation dataset to validate my model. But i am unable to find any techniques to validate it. We cannot use statistics like PRESS since it is a logistic regression model. Does anyone have any solution to this?