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ResearchFormerly WizWand

Web-Page Retrieval on Web-Page Retrieval Average

67.91RecallUnveil
48.056453.210758.36563.5193May 23, 2026
Updated 5mo ago

Evaluation results

MethodLinks
UnveilInput Modality=Visual-Textual2026.0567.9153.3
MiniCPMModel Type=Text-Based Models2026.0566.9552.31
DSEModel Type=Hybrid Models2026.0565.0850.74
VisRAGModel Type=Hybrid Models2026.0565.0650.85
UnveilInput Modality=Visual-Only2026.0564.0748.78
DSEModel Type=Visual-Based Models2026.0562.6146.69
VisRAGModel Type=Visual-Based Models2026.0562.5746.83
NV-EmbedModel Type=Text-Based Models2026.0562.2147.11
BM25Model Type=Text-Based Models2026.0558.9240.63
BGE-LargeModel Type=Text-Based Models2026.0558.8844.64
ColPaliModel Type=Visual-Based Models2026.0558.8544.23
GTRModel Type=Text-Based Models2026.0556.7442.22
SigLIPModel Type=Visual-Based Models2026.0548.8232.42