CLUEbenchmark/CLUE resource

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What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-29, confidence not recorded

CLUE is the Chinese Language Understanding Evaluation Benchmark, providing representative datasets, baseline and pre-trained models, corpora, and a public leaderboard for Chinese NLP tasks. It also encompasses SuperCLUE, an evolving suite of benchmarks for evaluating Chinese large language models across reasoning, agents, safety, and multimodal capabilities.

Use cases

• evaluate Chinese language understanding models on standard tasks
• compare pretrained models like BERT, RoBERTa, and ALBERT on Chinese NLU
• find Chinese NLP datasets for classification, NER, and reading comprehension
• benchmark Chinese large language models against a leaderboard
• download Chinese corpora for pretraining or language modeling
• reproduce baseline results for Chinese text classification tasks

When to choose

• you need standardized Chinese NLU evaluation datasets and baselines
• you want to compare your model against published Chinese leaderboard scores
• you need large Chinese corpora for pretraining or domain adaptation
• you are evaluating Chinese LLMs with SuperCLUE benchmarks

When to avoid

• your task is English-only NLU evaluation (use GLUE or SuperGLUE instead)
• you need a maintained software library rather than datasets and benchmarks
• you require a permissively licensed codebase, as the repository has no license

Facets

dataset · maturity active

machine-learning nlp benchmarking data-science machine-learning large-language-models artificial-intelligence python cross-platform chinese-nlp benchmark leaderboard pretrained-models corpus nlu bert evaluation natural-language-processing

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