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Papers Benchmarks Datasets Tasks

Image Retrieval research benchmarks – Page 7 · SOTA2 Research

Image Retrieval

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

58.89Recall@1

16

Feb 26, 2026

XBM (Contrastive)

80.6Recall@1

16

Feb 26, 2026

77.5AIGEN StreetLook Fine Recall@1

15

Feb 26, 2026

44.4White Group Score

15

Feb 26, 2026

WeChat English-translated (test)

64.75Precision

14

Jun 4, 2026

ImageNet1K Independently Pretrained Models setting 1.0

76.62CMC-Top1

14

May 20, 2026

In-domain (ID) Split

0.571mAP

14

Mar 31, 2026

57.1mAP

14

Mar 31, 2026

60.7mAP

14

Mar 31, 2026

44.1mAP

14

Apr 16, 2026

77.9mAP

14

Mar 31, 2026

18.8mAP

14

Mar 31, 2026

70.1mAP

14

Mar 31, 2026

COFAR Unified 1K Gallery (test)

40R@1

14

Feb 26, 2026

100ASR@R1

13

Mar 6, 2026

WIT translated English (test)

29.98Recall@1

13

Feb 26, 2026

61.2MRR

13

Feb 26, 2026

DeepFashion2 (test)

28.4MRR

13

Feb 26, 2026

Margin + DAS (Ours)

88.34Recall@1

13

Feb 26, 2026

62.8R@1

13

Feb 27, 2026

ResNet101-R-MAC+DFS

80mAP

13

Feb 26, 2026

ECom-RF-IMMR Mosaic

75.2Recall@1

12

May 19, 2026

ECom-RF-IMMR Normal

80.1Recall@1

12

May 19, 2026

In-shop Backbone Extension (R18 → R50)

71.89mAP (Self-Test)

12

Mar 10, 2026

In-shop Data Extension (30% → 100%)

71.24mAP (self-test)

12

Mar 10, 2026

Page 7 of 16

Popular datasets

ImageNet Oxford Paris THINGS-EEG COCO

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