Practical overview
When it fits
Use ReLE when selecting a benchmark area for Chinese-language model comparison or when researching failures that may be obscured by an overall score.
Who it is for
- Researchers comparing language-model performance on Chinese-language tasks.
- Teams investigating model failures across specialized subject areas.
- Organizations interested in evaluation of a private model through the ReLE benchmark team.
Documented uses
- Compare models on a specific domain or fine-grained task rather than only broad capability.
- Find evaluation areas such as education, healthcare, finance, law, reasoning, language, and tool use.
- Investigate recurring failures using the project's model-defect catalog.
Requirements & limits
- Rankings are divided by domain and detailed dimensions, so select the task area relevant to your evaluation.
- The README describes both commercial and open-source model coverage; listed models and entries can change as the project is updated.
- Evaluation of private models is presented as a contact-based service, not a documented self-service workflow.
Check current requirements in the official documentation. Source-based guidance does not mean OpenViST has run or independently tested this project.
Explore ReLE model rankings by evaluation area
Compare published Chinese-language model rankings across ReLE’s listed evaluation areas.
Before you start
- A web browser and access to the ReLE project README.
Steps
Open the ReLE project README.
Use its table of contents to locate the overall or domain-specific ranking section, such as education, healthcare, finance, law, reasoning, language, or agent and tool use.
Review the published ranking for the area relevant to your comparison.
Expected outcome
A comparison based on the selected published ranking and evaluation area.
Guide limitations
- The README describes published rankings; these steps do not run an evaluation of a model.
- The rankings and included models are updated over time.
Request an evaluation for a private model
Contact the ReLE benchmark team to request evaluation of a private model.
Before you start
- A private model to be evaluated.
- A way to contact the ReLE benchmark team through the README’s linked contact option.
Steps
Open the ReLE project README.
Find the section offering evaluation for private models.
Use the linked contact option to contact the ReLE benchmark team about an evaluation.
Expected outcome
A contact request to the ReLE benchmark team about evaluating a private model.
Guide limitations
- The README does not specify the evaluation procedure, requirements, timeline, or results; contact is the documented next stage.
Sources & review
Source record details
- Source availability
- Active
- Sources checked
- 16 October 2026
- Original website title
- jeinlee1991/chinese-llm-benchmark · Official homepage title · retained in its source language