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Papers Benchmarks Datasets Tasks

Ranking Relevance research benchmarks · SOTA2 Research

Ranking Relevance

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Xiaohongshu Search LONGTAIL

ProcessRL-Reasoning

90.042-ACC

11

Feb 26, 2026

Xiaohongshu Search (random)

ProcessRL-Reasoning

92.452-ACC

6

Feb 26, 2026

Xiaohongshu Online Search Traffic A/B Test

SAM (Distilled Student Model)

0.72Delta CES

2

Feb 26, 2026

Popular datasets

Xiaohongshu Search Xiaohongshu Online Search Traffic

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