Datasets › INCLUDE-base (44 languages)

INCLUDE-base (44 languages)

Introduced by Angelika Romanou et al. in INCLUDE: Evaluating Multilingual Language Understanding with Regional Knowledge29 Nov 2024 archive 2025-07-28

Dataset Summary

INCLUDE is a comprehensive knowledge- and reasoning-centric benchmark across 44 languages that evaluates multilingual LLMs for performance in the actual language environments where they would be deployed. It contains 22,637 4-option multiple-choice-questions (MCQ) extracted from academic and professional exams, covering 57 topics, including regional knowledge.

Benchmarks archive 2025-07-28

No leaderboard in the archive resolves to this dataset.

Papers archive 2025-07-28

No paper in the archive has a leaderboard row on this dataset; the archive counts 1 paper for it but never published that list.

Dataset loaders archive 2025-07-28

No loader listed in the archive.

Tasks archive 2025-07-28

No task tagged in the archive.

License archive 2025-07-28

Apache License 2.0

Modalities archive 2025-07-28

No modality tagged.

Languages archive 2025-07-28

Variants archive 2025-07-28

  • INCLUDE-base (44 languages)

1 variant name, as the archive lists them.

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