All terms
Evaluation
Ground Truth
The verified correct answer or label that model outputs are compared against.
Definition
Ground truth is the verified correct answer or label that model outputs are measured against during evaluation or training. It defines what counts as right, so every accuracy figure depends on it. Because the quality of ground truth sets a ceiling on how trustworthy a measurement can be, errors or ambiguity in the labels limit how much any score can be believed.