TydiQA
Progress Over Time
Interactive timeline showing model performance evolution on TydiQA
TydiQA Leaderboard
| Context | Cost | License | ||||
|---|---|---|---|---|---|---|
| 1 |  Meta | 400B | — | — | ||
| 2 | Meta | 109B | — | — |
What is TydiQA?
A multilingual question answering benchmark covering 11 typologically diverse languages with 204K question-answer pairs. Questions are written by people seeking genuine information and data is collected directly in each language without translation to test model generalization across diverse linguistic structures.
TydiQA is a text benchmark evaluating models on language and reasoning tasks. LLM Stats tracks 2 models on this benchmark, scored on a 0–1 scale. The current average is 0.3, with the leader at 0.3.
Compare leaders on the best AI for language and best AI for reasoning leaderboards.
Current leaders
Llama 4 Maverick from Meta currently leads the TydiQA leaderboard with a score of 0.317 across 2 evaluated AI models.
Source paper
- Title
- TyDi QA: A Benchmark for Information-Seeking Question Answering in Typologically Diverse Languages
- Authors
- Jonathan H. Clark, Eunsol Choi, Michael Collins, Dan Garrette, and 3 others
- Published
- arXiv
- 2003.05002
Abstract
Confidently making progress on multilingual modeling requires challenging, trustworthy evaluations. We present TyDi QA---a question answering dataset covering 11 typologically diverse languages with 204K question-answer pairs. The languages of TyDi QA are diverse with regard to their typology---the set of linguistic features each language expresses---such that we expect models performing well on this set to generalize across a large number of the world's languages. We present a quantitative analysis of the data quality and example-level qualitative linguistic analyses of observed language phenomena that would not be found in English-only corpora. To provide a realistic information-seeking task and avoid priming effects, questions are written by people who want to know the answer, but don't know the answer yet, and the data is collected directly in each language without the use of translation.
FAQ
Common questions about the TydiQA benchmark and leaderboard.