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  5. Inter-Annotator Agreement
Evaluation & Benchmarksaka IAAaka Inter-Rater Agreement

Inter-Annotator Agreement

Inter-annotator agreement measures how consistently multiple evaluators label or score the same examples.

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Simple agreement or chance-corrected statistics can be selected according to the label type and study design. Low agreement often indicates ambiguous instructions, difficult cases, or subjective criteria rather than merely careless raters. Reporting the statistic and protocol helps readers assess label reliability.

Related terms

Human EvaluationGround TruthData LabelingPairwise Comparison