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Papers Benchmarks Datasets Tasks

Image-to-Text Retrieval research benchmarks – Page 4 · SOTA2 Research

Image-to-Text Retrieval

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

COCO 1K 5-fold average (test)

86.6R@1

17

Feb 26, 2026

90.9R@1

17

Feb 26, 2026

61.6R@1

17

Feb 26, 2026

94.6Top-1 Accuracy

16

Jul 2, 2026

14.2R@1

16

Apr 30, 2026

UCM-Caption (test)

20.48Recall@1

16

Mar 11, 2026

97.3R@1

16

Apr 21, 2026

0.893TR@1

16

Feb 26, 2026

Flickr30k 1,000 images, 5,000 captions

79.5Recall@1

15

Apr 13, 2026

CamoIT 3K (test)

15.1R@1

15

Apr 3, 2026

COCO 2017 (val)

66Recall@1

15

Apr 6, 2026

97.1mAP (64 bits)

14

Jun 26, 2026

63.3Recall@10

14

Feb 26, 2026

64Recall@1

13

Jun 24, 2026

35.29Recall@1

13

Jun 24, 2026

Image-Text Retrieval

62.9ASR @ Rank 1

13

May 20, 2026

COCO 2017 (test)

71.1I2T Score

13

Feb 26, 2026

Cosine Similarity*

97.1Matching Accuracy

13

Feb 26, 2026

0.874Multi-Obj Acc

13

Feb 26, 2026

28.3R@1

13

Apr 30, 2026

14.8R@1

13

Apr 30, 2026

44.7R@1

13

Feb 26, 2026

17.8R@1

13

Feb 26, 2026

RSITMD Noisy (test)

23.01R@1

12

Jul 8, 2026

RSICD Noisy (test)

15.28R@1

12

Jul 8, 2026

Page 4 of 11

Popular datasets

Flickr30k COCO MS-COCO MSCOCO Flickr

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