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Papers Benchmarks Datasets Tasks

Image Retrieval research benchmarks – Page 11 · SOTA2 Research

Image Retrieval

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

xFlickr&CO (test)

76.56Recall@1

7

Feb 26, 2026

ImageCoDe (val)

DiscriTune-ConCap

36.2P@1

7

Feb 26, 2026

ImageNet-1K downsampled (test)

33.97Recall@1

7

Feb 26, 2026

Stanford Online Products (SOP) (split2)

69.56Recall@1

7

Feb 26, 2026

CIFARtoy badsplit v1 (test)

94.11Recall@1

7

Feb 26, 2026

CIFARtoy goodsplit v1 (test)

94.11Recall@1

7

Feb 26, 2026

Stanford Online Products (SOP) (split1)

83.94Recall@1

7

Feb 26, 2026

ModelNet40 (test)

92.9mAP

7

Mar 4, 2026

Oxford5K crop query

63.5mAP

7

Feb 26, 2026

Flickr30K-Dense

LARE (SigLIP 2)

13.28Recall@1

6

Jun 18, 2026

LARE (SigLIP 2)

31Recall@1

6

Jun 18, 2026

FSIR-BD OOD 1.0

48.6mAP

6

Mar 30, 2026

FSIR-BD Compositional INQUIRE 1.0

42.7mAP

6

Mar 30, 2026

FSIR-BD-Compositional-VG 1.0

45.9mAP

6

Mar 30, 2026

3.3IR@1

6

Mar 27, 2026

Deepfashion InShop (test)

95.2R@1

6

Mar 4, 2026

26.7AP@20 (Lens)

6

Feb 26, 2026

74.3Flashlight AP@20

6

Feb 26, 2026

Visual Shopping

54.7Visual Shopping P@1

6

Feb 26, 2026

83.52mAP

6

Feb 26, 2026

GL3D official (test)

73Recall@25

6

Feb 26, 2026

ROxford Hard revisited

24.3mAP

6

Feb 27, 2026

Flickr30k zero-shot

47.1R@1

6

Feb 26, 2026

Flickr8k zero-shot

44.4R@1

6

Feb 26, 2026

MS-COCO zero-shot

25.1R@1

6

Feb 26, 2026

Page 11 of 16

Popular datasets

ImageNet Oxford Paris THINGS-EEG COCO

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