# OnCo record leaderboard-benchmark (term). Data CC BY-NC 4.0, attribute "Data from OnCo (onco.cc)". Whole corpus: https://onco.cc/api/v1/onco.nt
@prefix schema: <https://schema.org/> .
@prefix onco: <https://onco.cc/ns#> .
@prefix xsd: <http://www.w3.org/2001/XMLSchema#> .

<https://onco.cc/terms/leaderboard-benchmark/>
  a schema:DefinedTerm ;
  onco:kind "term" ;
  schema:identifier "leaderboard-benchmark" ;
  schema:name "Benchmarks, leaderboards and contamination"@en ;
  schema:alternateName "benchmark"@en, "benchmarks"@en, "benchmark dataset"@en, "leaderboard"@en, "leaderboards"@en, "benchmark contamination"@en, "public benchmark"@en, "head-to-head comparison"@en ;
  schema:description "A benchmark is a fixed dataset and task on which models are compared, and a leaderboard ranks them; both mislead once the test data has been seen in training or the metric no longer tracks the goal."@en ;
  schema:url <https://onco.cc/terms/leaderboard-benchmark/> ;
  schema:dateModified "2026-09-24"^^xsd:date ;
  schema:sameAs <https://en.wikipedia.org/wiki/Benchmark_(computing)> ;
  schema:citation <https://en.wikipedia.org/wiki/Benchmark_(computing)> ;
  onco:tag "cansim-terms" ;
  onco:related <https://onco.cc/terms/cancer-ai-vocabulary/> ;
  onco:terms <https://onco.cc/terms/data-leakage/>, <https://onco.cc/terms/drug-response-baselines/>, <https://onco.cc/terms/virtual-cell-models/>, <https://onco.cc/terms/reproducibility/> .