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Papers Benchmarks Datasets Tasks

Image Retrieval research benchmarks – Page 10 · SOTA2 Research

Image Retrieval

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

97.6mAP@5

8

Apr 28, 2026

37.5Coverage

8

Mar 4, 2026

49.9Coverage

8

Mar 4, 2026

45.4AP (OBJECT)

8

Mar 4, 2026

80.4AP (SCENE)

8

Mar 4, 2026

5.2Hamming Loss

8

Mar 4, 2026

9.2Hamming Loss

8

Mar 4, 2026

ROxford Revisited (Medium)

51.5mAP

8

May 19, 2026

44.4R@1

8

Feb 27, 2026

Revisited Paris (RParis) (test)

69.4mAP (Medium)

8

Feb 26, 2026

Revisited Oxford (ROx) (test)

38.3mAP (Medium)

8

Feb 26, 2026

73.4R@1

8

Feb 26, 2026

Stanford Online Products 1.0 (test)

77.2Recall@1

8

Feb 26, 2026

Street2Shop (test)

94.98Max Test Accuracy

8

Feb 26, 2026

Street2Shop (train)

97.89Max Training Accuracy

8

Feb 26, 2026

Caltech-UCSD Birds 200-2011 (CUB) (test)

40.4mAP

8

Feb 26, 2026

Caltech-UCSD Birds (CUB) 200-2011 (unlabeled train (Vut))

0.476mAP

8

Feb 26, 2026

Animals with Attributes (AwA) (test (Vte))

68.1mAP

8

Feb 26, 2026

Animals with Attributes (AwA) unlabeled (Vut) (train)

74.2mAP

8

Feb 26, 2026

Oxford5K full query

62.5mAP

8

Feb 26, 2026

55.4R@1

7

Apr 16, 2026

94.09mAP (32-bit)

7

Apr 14, 2026

GLDv2 In-Domain

37.5mAP

7

Mar 31, 2026

Combined ID and OOD (avg)

64.8mAP

7

Mar 31, 2026

COCO 2014 (5,000 images)

59.4Recall@1

7

Feb 26, 2026

Page 10 of 16

Popular datasets

ImageNet Oxford Paris THINGS-EEG COCO

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