Retrieval on InfoHaystack 200 documents
94.2Recall@1VL-RAG
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| VL-RAG2026.06 | 94.2 | 96.8 | 96.8 | |
| V-RAG2026.06 | 88.4 | 92.9 | 92.9 | |
| OpenCLIP2026.06 | 77.4 | 87.7 | 89.7 | |
| CLIP2026.06 | 66.5 | 78.7 | 85.8 | |
| SigLIP2026.06 | 65.8 | 83.2 | 89 | |
| Jina-CLIP-v22026.06 | 62.6 | 84.5 | 88.4 | |
| Nomic-Embed2026.06 | 54.2 | 61.9 | 63.2 | |
| BM25 (OCR)Input=OCR text2026.06 | 47.7 | 63.2 | 69.7 |