ModelRefs / MIRACL Leaderboard — AI Model Scores
MIRACL Leaderboard — AI Model Scores
Multilingual information retrieval benchmark spanning 18 languages and diverse topic sets. Current leaders, methodology, and citation sources for MIRACL.
Overview
Multilingual information retrieval benchmark spanning 18 languages and diverse topic sets.
How it is measured: Aggregate multilingual retrieval score over MIRACL language/topic collections.
How this benchmark is scored
| Category | retrieval |
|---|---|
| Maximum score | 100 average score |
| Direction | Higher is better |
| Evidence depth | incomplete |
Primary source: https://github.com/project-miracl/miracl
Continue your research
Use these connected ModelRefs sections to compare alternatives, inspect implementation paths, and review the evidence and governance boundaries relevant to MIRACL Leaderboard — AI Model Scores.