Block-level Retrieval on LFDocQA (LF-Docmatix) (in-domain)
90.01nDCG@3LFRAG
Evaluation results
| Method | Links | ||
|---|---|---|---|
| LFRAGType=VLM-based2026.04 | 90.01 | 94.08 | |
| ColQwen2.5-v0.2Type=VLM-based2026.04 | 85.06 | 90.23 | |
| VisRAGType=VLM-based2026.04 | 81.49 | 87.35 | |
| ColPali-v1.1Type=VLM-based2026.04 | 78.87 | 82.53 | |
| NV-Embed-V2Type=OCR-based2026.04 | 73.74 | 78.48 | |
| BGE-M3Type=OCR-based2026.04 | 63.46 | 66.71 | |
| BM25Type=OCR-based2026.04 | 58.26 | 61.31 | |
| SigLIPType=VLM-based2026.04 | 55.97 | 63.13 |