Which of the following would generate the greatest value at the end of $10$ years?

$$100$ invested at $8\%$ compounded annually

$$100$ invested at $8\%$ compounded semi$-$annually

$$100$ invested at $8\%$ compounded quarterly

$$100$ invested at $8\%$ compounded monthly