About Centre College. Centre College in Danville, KY reports an overall acceptance rate of 54.4%, an early-round acceptance rate of 61.4%, an SAT middle 50% of 1230–1420, a class size of 395, and a yield of 19.0% based on the most recent Common Data Set filings. Small liberal arts college producing Rhodes Scholars at a rate rivaling Ivy League schools. Known for the Centre Commitment guaranteeing internship, study abroad, and graduation in 4 years.