Categories Companies Research

Loading the SOTA2 catalog…

Explore

Categories Companies Research

Contribute

Join SOTA2 Contact

SOTA2

© 2026 SOTA2

Build in Bellevue, USA

WizWand is now SOTA2 Research

Papers Benchmarks Datasets Tasks

Information Retrieval research benchmarks – Page 22 · SOTA2 Research

Information Retrieval

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

LoTTE Search zero-shot

83.3Writing Score

2

Feb 26, 2026

5ting (test phase)

47.19nDCG@5

1

Jun 30, 2026

TREC-COVID BEIR

0.572MRR@10

1

Jun 26, 2026

0.551MRR@10

1

Jun 26, 2026

Blueprint formal-to-informal open-pool partner retrieval

43.5Hit Rate @ 1

1

Jun 25, 2026

Online A/B (test)

2.39CTR Lift (%)

1

Jun 2, 2026

100-fact microbenchmark hand-authored (full)

100Recall@5 (labelled queries)

1

Jun 2, 2026

SciDocs Stratified

semantic stratification

99.7MSC

1

Apr 23, 2026

SciDocs Aggregate

89.2MSC

1

Apr 23, 2026

FIQA Stratified

semantic stratification

100MSC

1

Apr 23, 2026

60.9MSC

1

Apr 23, 2026

NFCorpus Stratified

semantic stratification

90.3MSC

1

Apr 23, 2026

NFCorpus Aggregate

50.9MSC

1

Apr 23, 2026

Page 22 of 22

Popular datasets

BEIR SciFact NFCorpus FiQA TREC-COVID

Follow for updates

Join SOTA2 Contact