AGI-Eval

What is AGI-Eval?

AGI-Eval is a large-scale model evaluation community jointly launched by universities and institutions such as Shanghai Jiao Tong University, Tongji University, East China Normal University, and DataWhale. It aims to create a fair, credible, scientific, and comprehensive evaluation ecosystem, with the mission of “using evaluation to make AI a better partner for humanity.” It is specifically designed to assess the general capabilities of basic models in tasks related to human cognition and problem-solving. AGI-Eval evaluates model performance through these tests, which are directly related to human decision-making and cognitive abilities. Measuring a model’s performance in terms of human cognitive abilities helps to understand its applicability and effectiveness in real-world situations.

The main functions of AGI-Eval

• Large Model Ranking : Based on a common evaluation scheme, this ranking provides a score list of large language models in the industry. The ranking covers comprehensive evaluation and evaluation of each capability item. The data is transparent and authoritative, helping you to understand the strengths and weaknesses of each model. The ranking is updated regularly to ensure you have the latest information and find the most suitable model solution.
• AGI-Eval Human-Machine Evaluation Competition : Delving into the world of model evaluation, collaborating with large models to advance technology and build human-machine collaborative evaluation solutions.
• Evaluation Collection :
  • Open Academic : A collection of publicly available academic evaluations in the industry, available for download and use by users.
  • Official evaluation set : An official evaluation set covering model evaluations across multiple fields.
  • User-built evaluation datasets : The platform supports users uploading their personal evaluation datasets to contribute to the open-source community. It perfectly combines automated and human evaluation; additionally, it hosts private datasets from top university researchers.
• Data Studio :
  • High user activity : The platform has 30,000+ crowdsourcing users, enabling the collection of more high-quality, real data.
  • Diverse data types : It possesses professional data from multiple dimensions and fields.
  • Diverse data collection methods: such as single data points, expanded data, Arena data, etc., to meet different evaluation needs.
  • A comprehensive review mechanism : machine review + human review, multiple review mechanisms to ensure data quality.

AGI-Eval official website address

• Official website : agi-eval.cn

Application scenarios of AGI-Eval

• Model performance evaluation : AGI-Eval provides a complete dataset, baseline system evaluation, and detailed evaluation methods, making it an authoritative tool for measuring the overall capabilities of AI models.
• Language assessment : AGI-Eval integrates Chinese and English bilingual tasks, providing a comprehensive assessment platform for the language capabilities of AI models.
• NLP Algorithm Development : Developers can use AGI-Eval to test and optimize the performance of text generation models, thereby improving the quality of generated text.
• Scientific research experiment : Scholars can use AGI-Eval as a tool to evaluate the performance of new methods and promote research progress in the field of natural language processing (NLP).