The regression experiment was done with regressor, but the results were unstable

I used regressor to do regression experiments, and I used sklearn’s r2_ score to do model evaluation. However, I got the result of r2_score is unstable. Everytime I run the model , the results of r2_score will change, and change a lot. How can I solve this situation.