Precision: Fraction of generated elements that match the gold standard

This metric aims to evaluate how clean a generation is by computing the fraction of generated elements that match the gold standard under one-to-one alignment. Used in multiple evaluation metrics.

Metric information

RDF Resource Description Framework Flyer Icon
Title
Fraction of generated elements that match the gold standard
Identifier
https://w3id.org/cq4oe/metric/Precision
Keywords
Ontology Evaluation, Metric, Precision
Contact Point
JiaYi Li at upm.es
Publisher
Ontology Engineering Group | Universidad Politécnica de Madrid
Version
0.1.0
License
http://creativecommons.org/licenses/by/4.0/
Category
Set-Based Evaluation
Dimension
Task
Applicable for
https://www.wikidata.org/wiki/Q184754
Benchmark
CQ2OE Benchmark: Competency Questions for Ontology Engineering. A benchmark for evaluating LLM-assisted ontology generation from competency questions.
Status
Active
Active Proposed Inactive Deprecated
Ontology Engineering Group https://oeg.fi.upm.es