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Image-Text Retrieval research benchmarks – Page 2 · SOTA2 Research

Image-Text Retrieval

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

77.9Recall@1

21

Mar 27, 2026

33.35Recall

21

Mar 17, 2026

380.8Rsum

19

Jun 4, 2026

66.7MR

18

Feb 26, 2026

90.1MR

18

Feb 26, 2026

Flickr30k (val)

83Text-to-Image Recall@1

16

Mar 27, 2026

55.5T2I Recall@1

16

Mar 27, 2026

83.1I2T Recall

16

May 7, 2026

CBVS-20K (test)

50.3R@1

16

Feb 26, 2026

76.4R@1

15

Jun 1, 2026

56.31Precision@1

15

Feb 27, 2026

57.1R@1

14

Jun 1, 2026

Noisy RSITMD (test)

256.64RSUM

12

Jul 8, 2026

Noisy RSICD (test)

178.93RSUM

12

Jul 8, 2026

58.7R@1

12

Jun 1, 2026

DetailCLIP-ViT-L/14

55.21Recall@1

12

Apr 23, 2026

22Recall@1

12

Apr 23, 2026

DetailCLIP-ViT-L/14

33.46Recall@1

12

Apr 23, 2026

IIW-FG sentence-level

44T2I Recall@1

12

Mar 27, 2026

DOCCI-FG sentence-level

27T2I Recall@1

12

Mar 27, 2026

DFHR-Bench (Official Set)

14.7Recall@1

11

Jun 4, 2026

Urban 1k long-text

88.6T2I Recall@1

11

Mar 27, 2026

NaturalBench Retrieval

Qwen2-VL + HEC-V

71.9T Score

11

Mar 26, 2026

RemoteCLIP (ViT-L)

28.76R@1 (I2T)

11

Feb 26, 2026

Winoground (test)

74Text Score

10

May 26, 2026

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Popular datasets

COCO Flickr30k MSCOCO RSICD DCI

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