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Papers Benchmarks Datasets Tasks

Document Ranking research benchmarks · SOTA2 Research

Document Ranking

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

TREC DL Track 2019 (test)

RocketQA-reranker + HybRank

77.05nDCG@10

133

Apr 13, 2026

TREC DL Track 2020 (test)

0.693nDCG@10

63

Apr 13, 2026

75FD

24

Apr 15, 2026

MS MARCO Document

74FD (%)

24

Apr 15, 2026

MS MARCO Passage

82FD (%)

24

Apr 15, 2026

MS MARCO Document 200 sampled queries (test)

CORE (Reasoning)

93Top-5 Success Rate

12

Feb 26, 2026

0.431Kendall Tau

12

Feb 26, 2026

MS MARCO Document v1 (dev)

41MRR@100

11

Feb 26, 2026

ClueWeb09-B (test)

31.1NDCG@20

5

Feb 26, 2026

NVD CVE N=5 queries

60Latest@10

4

Jun 29, 2026

TAR DTA 2019 (test)

38.1MAP

3

Feb 26, 2026

TAR Intervention 2019 (test)

56.8MAP

3

Feb 26, 2026

Popular datasets

MS MARCO TAR TREC DL ClueWeb ROSE

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