Contested means the claimed quantum advantage is disputed. Typically, what this means is that the advantage was demonstrated only in a toy model or against a weak classical baseline, and improved classical methods, like better heuristics, tensor networks, machine-learning alternatives have already or could potentially nullify the claimed quantum advantage.