Efficiency in catalysis refers to the ability of a catalyst to accelerate a chemical reaction to achieve the desired products with minimal energy input and waste production. High efficiency denotes a catalyst's capability to achieve these outcomes quickly and with a high yield, while maintaining selectivity and stability over time.