VisRAG¶
Visual RAG benchmark.
Overview¶
| Field | Value |
|---|---|
| Modality | Multimodal (Images) |
| Generation GT | No |
| HF Repository | visrag-dumps |
Description¶
VisRAG provides datasets for evaluating visual RAG systems, focusing on document images that require visual understanding for accurate retrieval.
Download¶
autorag-research data restore visrag <dataset_name>_<embedding_model>
Ingest from Source¶
autorag-research ingest --name=visrag --extra dataset-name=<name> --embedding-model=colpali
Best For¶
- Visual RAG evaluation
- Document image understanding
- Multimodal retrieval research