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Papers Benchmarks Datasets Tasks

Information Retrieval research benchmarks – Page 20 · SOTA2 Research

Information Retrieval

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Czech Constitutional Court decisions

OpenAI-embedder facts

19nDCG@10

3

Feb 26, 2026

Clinical Trial Search Top 30 results

0Count at Rank 0

3

Feb 26, 2026

58.62MRR@20

3

Feb 26, 2026

Gov 500K (test)

69.53nDCG@5

3

Feb 26, 2026

60.59QPS

3

Feb 26, 2026

20.88QPS

3

Feb 26, 2026

20.19QPS

3

Feb 26, 2026

13.44QPS

3

Feb 26, 2026

170.91QPS

3

Feb 26, 2026

BEIR BM25 Top-1000 initial retrieval

82.1TREC-COVID

3

Feb 26, 2026

Person Description dataset (test)

100Accuracy (d1-p1)

3

Feb 26, 2026

TriviaQA (test)

67.7Accuracy@5

3

Feb 26, 2026

73.5Search (pooled) Score

3

Feb 26, 2026

BEIR-TREC-COVID 50K (test)

30.7nDCG@10

2

Jun 26, 2026

Blueprint informal-to-formal open-pool partner retrieval

42.6Hit Rate @ 1

2

Jun 25, 2026

100K QIPs Human Annotated (test)

Intent-Aware (INSPIRE)

3.105Avg Relevance@10

2

Jun 24, 2026

11.1NDCG@10 (Camera)

2

Jun 9, 2026

31.8511-point interpolated AP

2

Jun 4, 2026

16.1711-point AP

2

Jun 4, 2026

35.3711-point Interpolated AP

2

Jun 4, 2026

49.6711-point Interpolated AP

2

Jun 4, 2026

Danish National Encyclopedia Synth-Conv queries

4.62CO Score

2

May 27, 2026

Danish National Encyclopedia Synth-Keywords queries

4.61CO Score

2

May 27, 2026

Danish National Encyclopedia Synth-Polluted queries

4.607CO Score

2

May 27, 2026

Danish National Encyclopedia Real User queries

4.084CO Score

2

May 27, 2026

Page 20 of 22

Popular datasets

BEIR SciFact NFCorpus FiQA TREC-COVID

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