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Papers Benchmarks Datasets Tasks

Image-to-Text Retrieval research benchmarks – Page 10 · SOTA2 Research

Image-to-Text Retrieval

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Polyvore 500 Pairs (test)

55.3Recall@5

4

Jun 30, 2026

Flickr30k 500 Pairs (test)

59.8Recall@5

4

Jun 30, 2026

COCO 100 Pairs (test)

35.8Recall@5

4

Jun 30, 2026

M-BEIR COCO i→t

71.1R@1

4

Jun 9, 2026

Gemini Embedding 2

97.4Recall@1

4

May 27, 2026

90.4Recall@1

4

May 27, 2026

34.9TR@1

4

May 25, 2026

44.04mAP

4

May 22, 2026

Unseen species-level

76.8Top-1 Accuracy

4

Mar 26, 2026

96.7Recall

4

Mar 19, 2026

RS-SigLIP2 400M

45.12Avg Top-1/5/10

4

Feb 26, 2026

DHARANI High Res. Tiles 1.0 (val)

CytoCLIP (BiomedCLIP)

5.6Recall@1

4

Feb 26, 2026

SkinCap (n=4,000) (val)

18.6Recall@5

4

Feb 26, 2026

34.3Recall@5

4

Feb 26, 2026

2.9R@1

4

Feb 26, 2026

MSCOCO Karpathy (test)

Prompt Highlighter

0.829S-CLIP Score

4

Feb 26, 2026

38.4R@1

4

Feb 26, 2026

31.8R@1

4

Feb 26, 2026

52.5Recall@1

4

Feb 26, 2026

MMUpubmed zero-shot

13.3R@1

3

Jul 2, 2026

Flickr30k Clean

61.1Recall@1

3

Jun 1, 2026

65.7Recall@1

3

Jun 1, 2026

UniNote Multimodal Dataset I2T

75.2Recall@1

3

May 29, 2026

AffectHuman-43K (test)

76.2R@1

3

May 19, 2026

GeoText-1652 24G (test)

58.3R@1

3

Apr 14, 2026

Page 10 of 11

Popular datasets

Flickr30k COCO MS-COCO MSCOCO Flickr

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