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XDecideBench

The multilingual axis at scale: nine suites across 122 languages — 88,425 texts, 153,875 typed questions, the largest suite in the field — with every suite sharing one scoring contract and aligned, locally-labelled, and native items reported separately. Findings that matter for anyone shipping routing or moderation: the English-best model loses significantly in a quarter of suite-language cells, and an English-tuned 5%-error confidence threshold exceeds that rate on XNLI even in German and French.

section
Evaluation
group
Class-native suites
source
arxiv.org
added to list
nov 3

also in Class-native suites