# 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:

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

+++
Initiate lightweight OpenCompass evaluation tasks through EvalScope, supporting various LLM evaluation tasks.
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:::{grid-item-card} VLMEvalKit
:link: vlmeval
:link-type: ref

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

:::{grid-item-card} RAGEval
:link: 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.
:::
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