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Soft Search on FineWeb-Edu English, 1.4T tokens (test)

100Similarity ScoreSoftMatcha 2
54.44866.27478.189.926Feb 11, 2026

Evaluation results

MethodLinks
SoftMatcha 2Query=olympics gold medalist, Pattern=olympics gold medalist, Rank=12026.02100838——
SoftMatcha 2Query=importance of the machine learning, Pattern=importance of the machine learning, Rank=12026.02100103——
SoftMatcha 2Query=olympics gold medalist, Pattern=olympics gold medallist, Rank=22026.0289.1456——
SoftMatcha 2Query=olympics gold medalist, Pattern=olympic gold medalist, Rank=32026.0286.495,816——
SoftMatcha 2Query=importance of the machine learning, Pattern=importance of the machine learning, Rank=22026.0285.412,662——
SoftMatcha 2Query=olympics gold medalist, Pattern=olympics silver medalist, Rank=42026.0284.8500——
SoftMatcha 2Query=importance of the machine learning, Pattern=importance , of the machine learning, Rank=32026.0284.214——
SoftMatcha 2Query=olympics gold medalist, Pattern=olympic gold medallist, Rank=52026.028222,506——
SoftMatcha 2Query=importance of the machine learning, Pattern=significance of the machine learning, Rank=42026.0276.614——
SoftMatcha 2Query=importance of the machine learning, Pattern=importance of the machine learning, Rank=52026.0275.11——
SoftMatcha 2Query=olympics gold medalist, Pattern=paralympics gold medalist, Rank=202026.0265.6196——
SoftMatcha 2Query=importance of the machine learning, Pattern=importance of all machine learning, Rank=202026.0256.212——