effectiveness

Definition

How well a method achieves its intended outcome — accuracy, success rate, output quality. It is habitually paired with efficiency, which covers speed, memory, and cost, and papers usually lead with one or the other. The pairing matters because the two typically trade off: a method that improves effectiveness at triple the compute and one that holds quality at a third of the cost are making very different claims.