Block-level Retrieval on LFDocQA LF-PaperTab (out-of-domain)
90.84nDCG@3LFRAG
Evaluation results
| Method | Links | ||
|---|---|---|---|
| LFRAGType=VLM-based2026.04 | 90.84 | 89.76 | |
| ColQwen2.5-v0.2Type=VLM-based2026.04 | 87.53 | 86.93 | |
| ColPali-v1.1Type=VLM-based2026.04 | 82.6 | 83.73 | |
| NV-Embed-V2Type=OCR-based2026.04 | 73.6 | 76.43 | |
| BM25Type=OCR-based2026.04 | 73.2 | 74.46 | |
| VisRAGType=VLM-based2026.04 | 72.54 | 76.33 | |
| BGE-M3Type=OCR-based2026.04 | 66.85 | 69.3 | |
| SigLIPType=VLM-based2026.04 | 30.24 | 33.6 |