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Papers Benchmarks Datasets Tasks

Image Retrieval research benchmarks · SOTA2 Research

Image Retrieval

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Flickr30k (test)

100R@1

357

Jun 11, 2026

CUB-200 2011 (test)

87.2Recall@1

251

Feb 26, 2026

Stanford Online Products (test)

88.3Recall@1

231

Apr 21, 2026

MS-COCO 5K (test)

67.2R@1

217

Feb 27, 2026

100R@1

174

Jun 8, 2026

2,620R@1

170

Jun 18, 2026

89.1Recall@1

163

May 12, 2026

100R@1 Attack Success Rate

144

Jun 11, 2026

89.3Recall@1

134

Feb 26, 2026

MS-COCO 1K (test)

80.1R@1

128

Feb 26, 2026

Revisited Oxford (ROxf) (Medium)

91.2mAP

124

Feb 26, 2026

In-shop Clothes Retrieval Dataset

94.48Recall@1

120

Feb 26, 2026

Revisited Paris (RPar) (Hard)

88.4mAP

115

Feb 27, 2026

Deep Image Retrieval (ResNet50)

94.2mAP

115

Feb 26, 2026

NUS-WIDE (test)

89.1MAP

104

Jun 2, 2026

Flickr30K 1K (test)

91.1R@1

103

Jun 4, 2026

97Recall@1

102

Jun 16, 2026

Revisited Paris (RPar) (Medium)

94.2mAP

100

Feb 27, 2026

Deep Image Retrieval (with QE and DBA)

94.7mAP

100

Feb 26, 2026

97.85mAP

99

May 19, 2026

84.08MAP

98

Feb 26, 2026

CIFAR-10 (test)

87.49mAP

98

Feb 26, 2026

Oxford5k (test)

91.9mAP

97

Feb 26, 2026

Revisited Oxford (ROxf) + R1M (Medium)

86.5mAP

95

Feb 26, 2026

85mAP

89

Jul 2, 2026

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