Golden dataset
A curated set treated as the reference truth for evaluation.
What Golden dataset does not show
It is only as reliable as its coverage, labels, update process, and disagreement handling.
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 · Ground truth · Human evaluation · LLM-as-judge · Pairwise evaluation · Pointwise 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 Golden dataset
What is Golden dataset?
A curated set treated as the reference truth for evaluation.
What does Golden dataset not show or guarantee?
It is only as reliable as its coverage, labels, update process, and disagreement handling.
Which area of the glossary does Golden dataset 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.
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See it in the full glossary · 772 terms across 19 areas.
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