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First stage retrieval research benchmarks · SOTA2 Research

First stage retrieval

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Reason-Embed-4B

54.5nDCG@10 (Biology)

13

Jun 2, 2026

Commercial Search Engine

18.4Relative Gain

3

Feb 26, 2026

Popular datasets

Commercial Search Engine BRIGHT

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