Retrieval on Document Haystack 100 documents
89.9Recall@1VL-RAG
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| VL-RAG2026.06 | 89.9 | 91.7 | 91.7 | |
| V-RAG2026.06 | 88.1 | 89.9 | 89.9 | |
| Nomic-Embed2026.06 | 78.9 | 84.4 | 87.2 | |
| BM25 (OCR)Input=OCR text2026.06 | 69.7 | 79.8 | 81.7 | |
| OpenCLIP2026.06 | 66.1 | 75.2 | 81.7 | |
| Jina-CLIP-v22026.06 | 62.4 | 77.1 | 84.4 | |
| SigLIP2026.06 | 57.8 | 66.1 | 72.5 | |
| CLIP2026.06 | 46.8 | 66.1 | 68.8 |