Web-Page Retrieval on Web-Page Retrieval Average
67.91RecallUnveil
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| UnveilInput Modality=Visual-Textual2026.05 | 67.91 | 53.3 | |
| MiniCPMModel Type=Text-Based Models2026.05 | 66.95 | 52.31 | |
| DSEModel Type=Hybrid Models2026.05 | 65.08 | 50.74 | |
| VisRAGModel Type=Hybrid Models2026.05 | 65.06 | 50.85 | |
| UnveilInput Modality=Visual-Only2026.05 | 64.07 | 48.78 | |
| DSEModel Type=Visual-Based Models2026.05 | 62.61 | 46.69 | |
| VisRAGModel Type=Visual-Based Models2026.05 | 62.57 | 46.83 | |
| NV-EmbedModel Type=Text-Based Models2026.05 | 62.21 | 47.11 | |
| BM25Model Type=Text-Based Models2026.05 | 58.92 | 40.63 | |
| BGE-LargeModel Type=Text-Based Models2026.05 | 58.88 | 44.64 | |
| ColPaliModel Type=Visual-Based Models2026.05 | 58.85 | 44.23 | |
| GTRModel Type=Text-Based Models2026.05 | 56.74 | 42.22 | |
| SigLIPModel Type=Visual-Based Models2026.05 | 48.82 | 32.42 |