Document Retrieval on DocHaystack 100
81.65Recall@1V-RAG
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| V-RAGRetrieval Type=two-stage filtering ensemble2024.11 | 81.65 | 88.99 | 88.99 | |
| BM25Retrieval Type=text-to-text (using OCR)2024.11 | 63.3 | 75.23 | 79.82 | |
| OpenCLIPRetrieval Type=text-to-image2024.11 | 58.72 | 75.23 | 79.82 | |
| SigLIPRetrieval Type=text-to-image2024.11 | 51.38 | 67.89 | 76.15 | |
| CLIPRetrieval Type=text-to-image2024.11 | 46.79 | 65.14 | 69.72 | |
| Jina-CLIPRetrieval Type=text-to-image2024.11 | 16.51 | 31.19 | 41.28 | |
| Nomic-Embed-VisionRetrieval Type=text-to-image2024.11 | 16.51 | 24.77 | 28.44 |