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Papers Benchmarks Datasets Tasks

Image-Text Retrieval research benchmarks – Page 4 · SOTA2 Research

Image-Text Retrieval

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

28.1IR@1 Recall

5

May 25, 2026

Custom COCO Flickr30K annotation pool

9.66Object Recall

5

May 19, 2026

80R@1

5

Mar 24, 2026

Retrieval Datasets

32.93Retrieval Score

5

Mar 5, 2026

contextual negation benchmark affirmative-only (test)

54.6R@1

5

Feb 26, 2026

Contextual negation benchmark (test)

49.5R@1

5

Feb 26, 2026

84.56Accuracy

5

Feb 26, 2026

48.32Retrieval Acc (Word Dropout p=0.3)

4

Jul 2, 2026

61.43Performance (Word Dropout p=0.3)

4

Jul 2, 2026

72.92Word Dropout (p=0.3)

4

Jul 2, 2026

77.6Word Dropout (p=0.3)

4

Jul 2, 2026

95.4Retrieval Score (Word Dropout p=0.3)

4

Jul 2, 2026

324.2rSum

4

May 12, 2026

288.6rSum

4

May 12, 2026

Retrieval benchmarks (test)

67.7Avg Retrieval Perf

4

Feb 26, 2026

Flickr30k OOD for Retrieval (test)

0.96SD (pp)

3

Apr 21, 2026

73.2Recall@1

3

Apr 10, 2026

56.83Recall@5

2

Jun 30, 2026

41.5Image Retrieval Recall@1

2

Mar 10, 2026

XTD-10 v1 (test)

65.1Retrieval Score (de)

2

Feb 26, 2026

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Popular datasets

COCO Flickr30k MSCOCO RSICD DCI

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