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Papers Benchmarks Datasets Tasks

Image-to-Text Retrieval research benchmarks – Page 8 · SOTA2 Research

Image-to-Text Retrieval

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

79.3R@1

8

Feb 26, 2026

CheXpert, MIMIC-CXR, and Open-I 5x200 Aggregate

216.9RSUM

8

Feb 26, 2026

62.5R@1

8

Feb 26, 2026

MIMIC-CXR (test)

80.8mAP (32 bits)

7

Jun 26, 2026

EIPM 200,000 products (test)

33.2Recall@1

7

Apr 23, 2026

9.97R@1

7

Feb 27, 2026

0.601R@1

7

Mar 4, 2026

51.2R@1

7

Feb 26, 2026

COCO-CN Chinese 1K (test)

71.4R@1

7

Feb 26, 2026

IKEA US early manuals

26.8Recall@1

7

Feb 26, 2026

89.4mAP (32 bits)

6

Jun 26, 2026

NUS-WIDE MSCOCO (test)

88.6mAP

6

Jun 2, 2026

NUS-WIDE MIRFlickr (test)

88.8mAP

6

Jun 2, 2026

90.4Recall@5

6

May 12, 2026

GeoText-1652 1.0 (test)

34.4R@1

6

Apr 14, 2026

93R@1

6

Apr 6, 2026

75.2R@5

6

Mar 31, 2026

FlowVQA hard negatives (test)

47.527R@1

6

Mar 4, 2026

82.6Recall@10

6

Mar 4, 2026

56.5Recall@10

6

Mar 4, 2026

52.86Avg Recall (R@1/5/10)

6

Feb 27, 2026

19.2T@1

6

Feb 26, 2026

BIMCV-R lung CT (test)

0.036R@1

6

Feb 26, 2026

Flickr8k-Rephrased

89.4Recall@5

6

Feb 26, 2026

Grounded Recaptioning

91.3Recall@1

6

Feb 26, 2026

Page 8 of 11

Popular datasets

Flickr30k COCO MS-COCO MSCOCO Flickr

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