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Papers Benchmarks Datasets Tasks

Image Retrieval research benchmarks – Page 2 · SOTA2 Research

Image Retrieval

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Proposed diffusion w/ late fusion

97.8mAP

88

Feb 26, 2026

90.1Recall@1

87

Feb 26, 2026

Revisited Oxford (ROxf) + R1M (Hard)

76.3mAP

83

Feb 26, 2026

Revisited Paris (RPar) + R1M (Hard)

78.2mAP

82

Feb 26, 2026

Revisited Oxford (ROxf) (Hard)

80.7mAP

81

Feb 26, 2026

Revisited Paris (RPar) + R1M (Medium)

87.7mAP

74

Feb 26, 2026

0.221mAP (self)

67

Mar 10, 2026

0.766mAP (self)

67

Apr 2, 2026

Stanford Online Products

88.4Recall@1

64

May 12, 2026

Paris Revisited (Medium)

ResNet101-R-MAC+DFS

89.5mAP

63

Feb 26, 2026

59R@1

59

Jun 18, 2026

Fashion200k (test)

27.1Recall@1

58

Apr 2, 2026

91.06mAP

56

Jul 7, 2026

CIFAR-10 @54000

96.36mAP

56

Jul 7, 2026

CARS 196 (test)

ProxyAnchor-AVSL

91.5Recall@1

56

Feb 26, 2026

88Recall@1

56

Feb 26, 2026

Oxford105k (test)

Proposed diffusion w/ late fusion

95.2mAP

56

Feb 26, 2026

ImageNet-1K 1.0 (val)

Independent Training

71.92Top-1 Accuracy

54

May 20, 2026

81.02mAP

52

Jul 7, 2026

62.85MAP

52

Feb 26, 2026

60.11MAP

52

Feb 26, 2026

MNIST → USPS (test)

83.07mAP

52

Feb 26, 2026

MSCOCO 5-fold 1K (test)

65.7Recall@1

51

Jun 4, 2026

83.91P@1000

50

Apr 7, 2026

89.84Recall@5

49

Mar 27, 2026

Page 2 of 16

Popular datasets

ImageNet Oxford Paris THINGS-EEG COCO

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