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Papers Benchmarks Datasets Tasks

Image-to-Text Retrieval research benchmarks – Page 5 · SOTA2 Research

Image-to-Text Retrieval

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Continual Multimodal Retrieval Benchmark

53.7Recall@1

12

Jun 1, 2026

92.5Recall@1

12

May 27, 2026

60.76R@1

12

May 27, 2026

99.87MRR

12

May 13, 2026

99.75MRR

12

May 13, 2026

Patho–CLIP–L

6.27Recall@1

12

Mar 23, 2026

81.5R@1

12

Mar 10, 2026

42.9R@1

12

Feb 26, 2026

Flickr30K-CN 1K (test)

96.9R@1

12

Feb 26, 2026

7.8Recall@1

11

Jun 2, 2026

12.3Recall@1

11

Jun 2, 2026

10.5Recall@1

11

Jun 2, 2026

83.2Recall@1

11

May 26, 2026

Flickr-CNA (test)

91.5Recall@1

11

May 26, 2026

79.7Recall@1

11

May 26, 2026

62.7Recall@1

11

May 26, 2026

87.6Recall@1

11

May 26, 2026

MS-COCO 2017 (val)

SigLIP2-So/16-256

22R@1 (I2T)

11

Apr 21, 2026

Ultrasound-CLIP

23.59R@5

11

Apr 3, 2026

RSITMD 80% noise ratio

16.9R@1

11

Mar 31, 2026

RSITMD 60% noise ratio

22.03R@1

11

Mar 31, 2026

RSITMD 40% noise ratio

23.23R@1

11

Mar 31, 2026

RSITMD 20% noise ratio

24.6R@1

11

Mar 31, 2026

Wikipedia random partition (test)

51.6MAP (0.2 noise)

11

Feb 26, 2026

INRIA-Websearch

52.9MAP (Noise 0.2)

11

Feb 26, 2026

Page 5 of 11

Popular datasets

Flickr30k COCO MS-COCO MSCOCO Flickr

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