Web-Page Retrieval on ASQA
84.13RecallUnveil
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| UnveilInput Modality=Visual-Textual2026.05 | 84.13 | 70.4 | |
| MiniCPMModel Type=Text-Based Models2026.05 | 83.24 | 69.47 | |
| NV-EmbedModel Type=Text-Based Models2026.05 | 82.12 | 68.96 | |
| VisRAGModel Type=Hybrid Models2026.05 | 81.79 | 68.36 | |
| ColPaliModel Type=Visual-Based Models2026.05 | 81.68 | 66.47 | |
| DSEModel Type=Hybrid Models2026.05 | 81.34 | 67.03 | |
| BGE-LargeModel Type=Text-Based Models2026.05 | 80.67 | 66.46 | |
| UnveilInput Modality=Visual-Only2026.05 | 80.11 | 65.31 | |
| VisRAGModel Type=Visual-Based Models2026.05 | 79.78 | 63.72 | |
| GTRModel Type=Text-Based Models2026.05 | 79.66 | 64.28 | |
| DSEModel Type=Visual-Based Models2026.05 | 78.66 | 62.21 | |
| BM25Model Type=Text-Based Models2026.05 | 70.5 | 48.07 | |
| SigLIPModel Type=Visual-Based Models2026.05 | 67.82 | 47.11 |