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Papers Benchmarks Datasets Tasks

Image-to-Text Retrieval research benchmarks – Page 6 · SOTA2 Research

Image-to-Text Retrieval

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

92.5MAP (Noise 0.2)

11

Feb 26, 2026

99.5R@1

11

Feb 26, 2026

0.21Recall@10

11

Feb 26, 2026

MS-COCO fine-tuned

83.7R@1

11

Feb 26, 2026

COCO English 5K (test)

74.9R@1

11

Feb 26, 2026

Flickr30k short-caption (test)

65.48Recall@1

10

Jun 8, 2026

MS COCO short-caption (test)

37.88R@1

10

Jun 8, 2026

87.4R@1

10

Jun 1, 2026

0.898Spearman Correlation (S)

10

May 14, 2026

26.3Retrieval Accuracy

10

Apr 30, 2026

RSTPReid (test)

38Retrieval Accuracy

10

Apr 30, 2026

IAPR TC-12 (test)

35.06R@1

10

Apr 28, 2026

45.8R@1

10

Apr 3, 2026

FashionX (test)

Gemini-2.5-Flash

99.7Accuracy

10

Mar 4, 2026

97.9R@1

10

Feb 26, 2026

4.13Recall@1

10

Feb 26, 2026

90.3R@1

10

Feb 26, 2026

Flickr30k-CN (test)

96.9R@1

10

Feb 26, 2026

37.5Retrieval Accuracy

10

Apr 30, 2026

Flickr (unseen)

96.7R@1

9

Jun 19, 2026

ShareGPT4V (unseen)

95.8R@1

9

Jun 19, 2026

Gemini Embedding 2

97.4Recall@1

9

Jul 2, 2026

94I2T

9

May 13, 2026

94.7I2T Score

9

May 13, 2026

48.5Recall@5

9

Apr 30, 2026

Page 6 of 11

Popular datasets

Flickr30k COCO MS-COCO MSCOCO Flickr

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