SuperCLUE

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SuperCLUE is a Data & Analytics tool that provides a comprehensive benchmark for Chinese large language models. It evaluates models across various capabilities including language understanding, agent intelligence, and safety.

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At a glance

Pricing

Open Source

Free tier

Yes

API

Skill level

Technical

About

What is SuperCLUE?

SuperCLUE is a comprehensive benchmark designed for evaluating Chinese large language models (LLMs). It assesses LLMs across four primary capability quadrants: language understanding and generation, professional skills and knowledge, Agent intelligence, and safety, further breaking these down into 12 foundational abilities. The platform provides detailed rankings and reports, including a SuperCLUE total leaderboard, open multi-turn question leaderboard, and objective question leaderboard. It also features specific evaluations for AI Agent capabilities, focusing on tool use and task planning, which are critical for developing advanced AI assistants. SuperCLUE aims to provide a robust framework for researchers and developers to compare and improve Chinese LLMs.

Best used for

Ideal for data scientists, developers, and professors who need to rigorously evaluate the performance of Chinese large language models, assess their AI Agent capabilities, and benchmark their safety. Especially valuable for researchers and organizations developing or deploying LLMs in the Chinese language domain.

Common actions

benchmark LLMs

evaluate AI models

compare language models

assess agent capabilities

analyze model safety

workflowscollaborationautomated workflowlow-code/no-codeopen-sourcedeepfake"AI Agents"face swappinggithub copilot

Capabilities

Key features

Chinese LLM benchmarking
Multi-turn open question evaluation
Objective question assessment
AI Agent capability evaluation
Safety benchmarking
Comprehensive capability quadrants

Target Audience

data scientistdeveloperprofessor

Integrations

Not yet documented

Pricing & Plans

Open Source

Free

FAQs

What specific capabilities does SuperCLUE evaluate in Chinese LLMs?

SuperCLUE evaluates Chinese LLMs across four main quadrants: language understanding and generation, professional skills and knowledge, Agent intelligence, and safety. These are further broken down into 12 foundational abilities, providing a detailed assessment of model performance.

How does SuperCLUE assess AI Agent capabilities?

SuperCLUE specifically evaluates AI Agent capabilities by focusing on two critical aspects: tool use and task planning. This assessment helps determine how effectively Chinese LLMs can act as intelligent agents to autonomously complete tasks.

Is SuperCLUE an open-source project?

Yes, SuperCLUE is an open-source project. The benchmark and its resources are available on GitHub, allowing researchers and developers to access and contribute to the evaluation framework for Chinese large language models.

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Research & Education › Academic Research Coding & Development › Testing & QA

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