Treatment efficacy in cancer refers to how effective a given therapy is at achieving its intended outcomes, such as reducing tumor size, prolonging survival, or improving quality of life. The efficacy of cancer treatments can vary significantly depending on the type and stage of cancer, as well as individual patient factors.