Pointwise evaluation
Scoring one output independently against a rubric.
What Pointwise evaluation means
It supports thresholds while making calibration differences between judges more visible.
Terms this definition uses
Related terms in Measurement and evaluation
How a measurement earns trust: evaluation sets, error rates, calibration, reproducibility, and the biases that make a number look better than it is.
AI answer reading · name confusion · hedged answer · Benchmark · Evaluation set · Golden dataset · Ground truth · Human evaluation · LLM-as-judge · Pairwise evaluation · Rubric · Inter-rater agreement · Accuracy · F1 score · False positive rate · False negative · True positive · True negative · Calibration · Confidence score · Coverage · Abstention · Reproducibility · Repeatability · Variance · Confidence interval · Sample size · Sampling bias · Selection bias · Survivorship bias · Data leakage · Test contamination
Questions about Pointwise evaluation
What is Pointwise evaluation?
Scoring one output independently against a rubric.
Which area of the glossary does Pointwise evaluation belong to?
Measurement and evaluation: How a measurement earns trust: evaluation sets, error rates, calibration, reproducibility, and the biases that make a number look better than it is.
← Pairwise evaluation · Rubric →
See it in the full glossary · 731 terms across 19 areas.