Visual Document Retrieval on PlotQA (Recall@10, MRR@10)
64.82Recall@10Unveil
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| UnveilModality=Visual-Only2026.05 | 64.82 | 46.16 | |
| UnveilModality=Visual-Textual2026.05 | 64.63 | 45.91 | |
| VisRAGModality=Hybrid2026.05 | 64.61 | 46 | |
| VisRAGModality=Visual-Based2026.05 | 64.3 | 44.31 | |
| DSEModality=Hybrid2026.05 | 64.22 | 45.7 | |
| MiniCPMModality=Text-Based2026.05 | 63.86 | 45.07 | |
| DSEModality=Visual-Based2026.05 | 63.82 | 43.82 | |
| ColPaliModality=Visual-Based2026.05 | 60.66 | 40.84 | |
| SigLIPModality=Visual-Based2026.05 | 52.82 | 25.89 | |
| BM25Modality=Text-Based2026.05 | 50.48 | 33.18 | |
| NV-EmbedModality=Text-Based2026.05 | 47.67 | 31.55 | |
| BGE-LargeModality=Text-Based2026.05 | 47.6 | 32.06 | |
| GTRModality=Text-Based2026.05 | 44.87 | 28.83 |