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Papers Benchmarks Datasets Tasks

Image Retrieval research benchmarks – Page 3 · SOTA2 Research

Image Retrieval

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Deep Image Retrieval (with QE and DBA)

93.6mAP

47

Feb 26, 2026

96.6mAP

45

Feb 26, 2026

59.44Pcomp

44

Apr 2, 2026

98.2R@1

44

Feb 26, 2026

86Recall@1

42

Feb 26, 2026

71.15mAP

40

Jul 8, 2026

55.54mAP

40

Jul 8, 2026

87.14mAP

40

Jul 8, 2026

72.85mAP

40

Jul 8, 2026

87.35mAP

40

Jul 8, 2026

MSCOCO @5000 (test)

87.27mAP

39

Feb 26, 2026

ImageNet @1000 (val)

90.62mAP

39

Feb 26, 2026

CIFAR-10 @1000 (test)

96.65mAP

39

Feb 26, 2026

CUB noise-free (test)

58.78Precision@1

39

Feb 26, 2026

SOP noise-free (test)

80.11Precision@1

39

Feb 26, 2026

CARS noise-free (test)

80.06Precision@1

39

Feb 26, 2026

91.3Recall@1

38

Feb 26, 2026

87.61P@1000

36

Feb 26, 2026

R-Oxford Medium

78.3mAP

35

Feb 26, 2026

83.1mAP

35

Apr 16, 2026

Tokyo 24/7 (test)

92.9mAP

34

Feb 26, 2026

Paris 106k (Par106k)

95.4mAP

34

Feb 26, 2026

Oxford Revisited (Hard)

58.9mAP

33

Feb 26, 2026

Potential Field

88.2Recall@1

32

Feb 26, 2026

76.9mAP

31

Feb 26, 2026

Page 3 of 16

Popular datasets

ImageNet Oxford Paris THINGS-EEG COCO

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