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Papers Benchmarks Datasets Tasks

Image-to-Text Retrieval research benchmarks – Page 11 · SOTA2 Research

Image-to-Text Retrieval

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

OpenI chest X-ray dataset (test)

94.8Accuracy@1

3

Feb 26, 2026

92.9I2T Score

3

Feb 26, 2026

NSFW URLs (test)

95.1Safe Rate

3

Feb 26, 2026

84.4Safe Rate

3

Feb 26, 2026

CrissCrossed Caption (CxC) COCO (test)

72.3R@1

3

Feb 26, 2026

97.6TR@1

3

Feb 26, 2026

User study custom 1.0 (test)

0.375NDCG@5

3

Feb 26, 2026

20.3R@1

3

Feb 26, 2026

RUC-CAS-WenLan (test)

36.1R@1

3

Feb 26, 2026

OpenImages 5K (test)

39.4R@1

3

Feb 26, 2026

Flickr30k Corrupt

31.6Recall@1

2

Jun 1, 2026

MS-COCO Corrupt

37.2Recall@1

2

Jun 1, 2026

80.8Recall@5

2

Apr 21, 2026

92.4R@5

2

Feb 26, 2026

COCO Full (train+val)

69.86R@5

2

Feb 26, 2026

52.06R@1

2

Feb 26, 2026

LLS48-VQA (test)

8.14Recall@1

2

Feb 26, 2026

96.4TR

2

Feb 26, 2026

41.9R@1

2

Feb 26, 2026

61.5R@1

2

Feb 26, 2026

Stock 10K (test)

Multimodal Contrastive Training

36.98R@1

2

Feb 26, 2026

Page 11 of 11

Popular datasets

Flickr30k COCO MS-COCO MSCOCO Flickr

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