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Text Retrieval research benchmarks – Page 3 · SOTA2 Research

Text Retrieval

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

63.8R@1

4

May 12, 2026

80.23nDCG@10

4

Feb 26, 2026

31nDCG@10

4

Feb 26, 2026

Natural Questions (NQ)

54.48nDCG@10

4

Feb 26, 2026

ViT-L/14 baseline

62.7TR@1

4

Feb 26, 2026

29.54Hits@1

4

Feb 26, 2026

68.6TRR

2

Feb 27, 2026

interpretable thematic discovery and assignment framework

0.818P@1

1

Feb 26, 2026

interpretable thematic discovery and assignment framework

0.783Precision@1

1

Feb 26, 2026

human-evaluated-COCO-CFS (test)

43.25R@1

1

Feb 26, 2026

Page 3 of 3

Popular datasets

COCO Flickr30k MS-COCO MSCOCO Flickr8K

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