evalscope/docs/en/user_guides/backend/index.md

Evaluation Backends

:::{toctree} :hidden: opencompass_backend.md vlmevalkit_backend.md rageval_backend/index.md :::

EvalScope supports multiple evaluation backends to integrate various tools for different evaluation tasks, detailed as follows:

::::{grid} 2 :::{grid-item-card} OpenCompass 🔗 opencompass :link-type: ref

+++ Initiate lightweight OpenCompass evaluation tasks through EvalScope, supporting various LLM evaluation tasks. :::

:::{grid-item-card} VLMEvalKit 🔗 vlmeval :link-type: ref

+++ Initiate lightweight VLMEvalKit evaluation tasks through EvalScope, supporting various VLM evaluation tasks. :::

:::{grid-item-card} RAGEval 🔗 rageval :link-type: ref

+++ Support for RAG and Multimodal RAG Evaluation: Supports independent evaluation of the retrieval module, as well as end-to-end generation evaluation. ::: ::::