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Papers Benchmarks Datasets Tasks

Image-to-Text Retrieval research benchmarks – Page 7 · SOTA2 Research

Image-to-Text Retrieval

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

63.4R@5

9

Apr 30, 2026

47.2Recall

9

Mar 27, 2026

20.1R@1

9

Feb 26, 2026

100Precision@1

9

Mar 11, 2026

IIW (It Is What it is)

99.8R@1

9

Mar 19, 2026

95.5R@1

9

Feb 26, 2026

83R@1

9

Jun 26, 2026

65.4R@1

9

Feb 26, 2026

diagnostic (test-unseen)

85.21Accuracy@50

9

Feb 26, 2026

diagnostic seen (test)

84.97Acc@50

9

Feb 26, 2026

72.8R@1

9

Feb 26, 2026

CUB Caption unseen 50 class (test)

26.28R-P

9

Feb 26, 2026

CUB Caption seen 150 class (test)

20.87R-P

9

Feb 26, 2026

Analog Circuit Pairs N=1,000 (test)

AnalogRetriever

78.5R@1

8

Apr 28, 2026

ShareGPT4V (val)

98.7R@1

8

Apr 6, 2026

Granular Ball Superpixel

27.4Recall@5

8

Apr 1, 2026

Granular Ball Superpixel

50.12R@5

8

Apr 1, 2026

MS-COCO 1K image folds (test)

33.78R@1 (i2t)

8

Mar 6, 2026

Flickr30k zero-shot

96.9R@1

8

Feb 26, 2026

60.7R@1 (Clean)

8

Feb 26, 2026

43.1R@5

8

Feb 26, 2026

58.7Recall@1

8

Feb 26, 2026

CREPE productivity

17.9R@1 (replace)

8

Feb 26, 2026

CREPE systematicity CC12M

36.6R@1 (atom)

8

Feb 26, 2026

97.7Retrieval Score (ES)

8

Feb 26, 2026

Page 7 of 11

Popular datasets

Flickr30k COCO MS-COCO MSCOCO Flickr

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