Yang–Mills theory is the basis of the standard model of particle physics. The Yang–Mills Millennium Prize problem, to show that the theory is mathematically well defined and that it has the mass gap property, is one of the great challenges of mathematical physics. This Review explores the problem from both physical and mathematical points of view and surveys promising approaches from recent years.