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Papers Benchmarks Datasets Tasks

Image Retrieval research benchmarks – Page 4 · SOTA2 Research

Image Retrieval

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

RPar+R1M Medium

87.2mAP

31

Feb 26, 2026

Curated-5K (test)

ViT-B/16 MarsDINO

37.4Recall@1

30

Apr 9, 2026

81.1mAP

30

Apr 7, 2026

97.4mAP

30

Apr 7, 2026

12.58R@1

30

Feb 26, 2026

9.76R@1

30

Feb 26, 2026

ImageNet seen classes @1000

92.4mAP (Seen@Seen)

30

Feb 26, 2026

CIFAR-10 @1000 (seen classes)

97.3Seen@Seen mAP

30

Feb 26, 2026

ImageNet @1000 15%-unseen

71.3mAP (Unseen@Unseen)

30

Feb 26, 2026

CIFAR-10 (@1000) 20%-unseen

85.6mAP (Unseen@Unseen)

30

Feb 26, 2026

93.5mAP

30

Apr 7, 2026

11.63R@1

30

Feb 26, 2026

Revisited Paris (RPar) Hard v1

RN101-SuperGlobal + LOCORE-base (top-400†)

87.7mAP

29

Feb 26, 2026

Revisited Oxford (ROxf) v1 (Hard)

RN101-SuperGlobal + LOCORE-base (top-400†)

81.8mAP

29

Feb 26, 2026

Revisited Paris (RPar) Medium v1

RN101-SuperGlobal + LOCORE-base (top-400†)

93.8mAP

29

Feb 26, 2026

Revisited Oxford (ROxf) v1 (Medium)

RN101-SuperGlobal + LOCORE-base (top-400†)

92mAP

29

Feb 26, 2026

ImageNet 1K (full)

76.62CMC-Top1

28

May 20, 2026

Out-of-domain (OOD)

68.7mAP

28

Mar 31, 2026

90.4Recall@5

28

Feb 26, 2026

VehicleID (Large)

96Recall@1

28

Feb 26, 2026

59.63Top-1 Accuracy

27

Feb 26, 2026

Stanford Online Products (SOP) standard (test)

83.1Recall@1

27

Feb 26, 2026

73.23mAP@10

26

May 20, 2026

86.6R@1

26

Feb 26, 2026

78.56Precision@1

26

Feb 26, 2026

Page 4 of 16

Popular datasets

ImageNet Oxford Paris THINGS-EEG COCO

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