Which is the best college for B.Sc in genetic engineering? Is there any entrance test that I need to write to pursue the same?

No, but few universities can test your knowledge for your eligibility. Normal qualification for the course is 50% in class 12th with biology. The eligibility for admission can differ from university to university.