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Understand how AI systems are tested, scored, and compared. Learn to distinguish a useful evaluation result from a number that does not transfer to your workload.
Terms beginning with P
13 termsPairwise ranking
Pairwise ranking is a defined lens for examining AI system behavior with a stated task, evidence, and interpretation rule.
Evaluations and benchmarksPairwise win rate
Pairwise win rate is a defined lens for examining AI system behavior with a stated task, evidence, and interpretation rule.
Evaluations and benchmarksPass at k
Pass at k is the probability that at least one of k generated samples solves an evaluation task. It measures the benefit of giving a model several attempts, rather than the reliability of its first answer.
Evaluations and benchmarksPass at one
Pass at one is a defined lens for examining AI system behavior with a stated task, evidence, and interpretation rule.
Evaluations and benchmarksPass-fail evaluation
Pass-fail evaluation is a defined lens for examining AI system behavior with a stated task, evidence, and interpretation rule.
Evaluations and benchmarksPerplexity
Perplexity is a defined lens for examining AI system behavior with a stated task, evidence, and interpretation rule.
Evaluations and benchmarksPoint-based grading
Point-based grading is a defined lens for examining AI system behavior with a stated task, evidence, and interpretation rule.
Evaluations and benchmarksPosition bias
Position bias is a defined lens for examining AI system behavior with a stated task, evidence, and interpretation rule.
Evaluations and benchmarksPrecision
Precision is a defined lens for examining AI system behavior with a stated task, evidence, and interpretation rule.
Evaluations and benchmarksPreference rate
Preference rate is a defined lens for examining AI system behavior with a stated task, evidence, and interpretation rule.
Evaluations and benchmarksPrivacy evaluation
Privacy evaluation is a defined lens for examining AI system behavior with a stated task, evidence, and interpretation rule.
Evaluations and benchmarksProduction evaluation
Production evaluation is a defined lens for examining AI system behavior with a stated task, evidence, and interpretation rule.
Evaluations and benchmarksPrompt sensitivity
Prompt sensitivity is a defined lens for examining AI system behavior with a stated task, evidence, and interpretation rule.
Evaluations and benchmarks