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Text-to-Image Retrieval research benchmarks – Page 7 · SOTA2 Research

Text-to-Image Retrieval

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

45.7Recall

9

Mar 27, 2026

Global loss only

70.7Recall@1 (Findings)

9

Mar 4, 2026

43.5Recall@1

9

Feb 26, 2026

MS-COCO Combined

75.2R@1

9

Feb 26, 2026

0.676Recall@1

9

Feb 26, 2026

20.5R@1

9

Feb 26, 2026

94.8Recall@1

9

Feb 26, 2026

Flickr30K English 1K (test)

89.6R@1

9

Feb 26, 2026

57.3R@1

9

Feb 26, 2026

diagnostic (test-unseen)

80.23Acc@50

9

Feb 26, 2026

diagnostic (test-seen)

82.02Accuracy@50

9

Feb 26, 2026

68.9R@1

9

Feb 26, 2026

95.4Recall@10 (EN)

9

Feb 26, 2026

CUB Caption unseen 50 class (test)

26.77R-P

9

Feb 26, 2026

CUB Caption seen 150 class (test)

20.37R-Precision

9

Feb 26, 2026

M-BEIR Flickr30k

79.1R@1

8

Jun 9, 2026

55.2Recall@1

8

Jun 9, 2026

Gemini Embedding 2

62.9Recall@1

8

May 27, 2026

InterPartAbility

69.92R@1

8

May 1, 2026

Analog Circuit Pairs N=1,000 (test)

AnalogRetriever

78.2R@1

8

Apr 28, 2026

ShareGPT4V (val)

98.5R@1

8

Apr 6, 2026

Granular Ball Superpixel

27.93Recall@5

8

Apr 1, 2026

50.96Recall@5

8

Apr 1, 2026

69.8Recall@5

8

Mar 11, 2026

77.7Clean R@1

8

Feb 26, 2026

Page 7 of 12

Popular datasets

MS-COCO Flickr30k MSCOCO COCO Flickr

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