The significance of control groups in scientific experiments is to provide a baseline for comparison. Control groups consist of subjects that do not receive the experimental treatment, allowing researchers to isolate the effect of the independent variable. This helps determine the true impact of the variable being tested and increases the reliability and validity of the experimental results. Control groups are essential in ensuring scientific rigor and accuracy.