Do you mean shake or wobble?
A bit of shaking on straining intense movements is pretty normal.
How much are you lifting on the Bench? When moving very light weights it requires some finely tuned motor control to move the bar in a rigid motion. Getting more weight on will stabilise wobbling.
Neither are things you need to worry about.