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Retrieval on ENTITYQUESTIONS Frequent (R@10, R@20)

71.5Recall@10NV-Embed
54.3458.79563.2567.705Feb 19, 2026

Evaluation results

MethodLinks
NV-Embed2026.0271.584.3
Gemma2026.0270.582.7
RPDRdata_selection=round-trip prediction-based2026.0262.770
BGE2026.0260.975.2
ContrieverBackbone=BERT2026.0257.367.6
RPDR-Randomdata_selection=randomly sampled from augmented long-tail distribution2026.0255.970.8
BM 252026.025569.2