Document Retrieval on InfoHaystack 200
74.84Recall@1V-RAG
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| V-RAGRetrieval Type=two-stage filtering ensemble2024.11 | 74.84 | 88.39 | 88.39 | |
| OpenCLIPRetrieval Type=text-to-image2024.11 | 66.45 | 81.94 | 89.03 | |
| CLIPRetrieval Type=text-to-image2024.11 | 65.16 | 77.42 | 81.94 | |
| SigLIPRetrieval Type=text-to-image2024.11 | 55.48 | 67.74 | 76.77 | |
| BM25Retrieval Type=text-to-text (using OCR)2024.11 | 51.61 | 65.16 | 69.03 | |
| Jina-CLIPRetrieval Type=text-to-image2024.11 | 36.77 | 46.45 | 51.61 | |
| Nomic-Embed-VisionRetrieval Type=text-to-image2024.11 | 30.97 | 43.23 | 48.39 |