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  5. Exact Match
Evaluation & Benchmarksaka EM

Exact Match

Exact match scores a prediction as correct only when it equals an accepted reference after specified normalization.

Ask Melo about this← all terms

The evaluator may standardize case, whitespace, punctuation, or articles before comparison. The metric is objective but can mark semantically equivalent wording as wrong if the reference set is narrow.

Related terms

ROC AUCCalibrationPass at KRegression EvaluationGround TruthSemIf

Where Exact Match comes up

  • Greg Diamos Built a 10K Tok/s CPU Model, and Found 3 Surprises
  • Evaluating Prompts: How to Measure Quality and Build Reliable LLM Pipelines