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

Categoryretrieval
Maximum score100 average score
DirectionHigher is better
Evidence depthincomplete

Primary source: https://github.com/project-miracl/miracl

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