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Papers Benchmarks Datasets Tasks

Image Retrieval research benchmarks – Page 15 · SOTA2 Research

Image Retrieval

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

63.59Precision@1

3

May 28, 2026

Things-MEG in-subject

9.2Subject 1 Top-1 Accuracy

3

May 26, 2026

41mAP (VG)

3

Mar 30, 2026

12.1R@1

3

Feb 26, 2026

COFAR Unified 5K Gallery (test)

18.9R@1

3

Feb 26, 2026

Hotels Hotel Chain 50K (test)

60.78Recall@1

3

Feb 26, 2026

Proposed Method

0.86mAP@10

3

Feb 26, 2026

Exact Street2Shop (test)

88.576Top-20 Recall

3

Feb 26, 2026

Exact Street2Shop (val)

94.98Accuracy

3

Feb 26, 2026

Paris 6k (full)

72mAP

3

Feb 26, 2026

Oxford105K crop query

SIFT + Triang. + Democr. aggr.

50.2mAP

3

Feb 26, 2026

UTKFace synthetic curation set

7.8White Male Error

3

Feb 26, 2026

Things-MEG cross-subject

2.7Subject 1 Top-1 Accuracy

2

May 26, 2026

42Top-1 Accuracy

2

Apr 20, 2026

Tiny-ImageNet 200 (test)

Language Bias Bridge Training

87.2mAP

2

Apr 3, 2026

73.5mAP

2

Feb 26, 2026

35.36IRR

2

Feb 27, 2026

Holdout index set Beyond Visual 1.4M images

80Win Rate

2

Feb 26, 2026

Holdout index set (1.4M images) Complex Visual

61.3Win Rate

2

Feb 26, 2026

Holdout index set (1.4M images) Simple Visual

50.7Win Rate

2

Feb 26, 2026

COFAR Landmark 5K Gallery (test)

18.2R@1

2

Feb 26, 2026

COFAR Celeb 5K Gallery (test)

11.8R@1

2

Feb 26, 2026

COFAR Brand 5K Gallery (test)

16.7R@1

2

Feb 26, 2026

COFAR Landmark 1K Gallery (test)

40R@1

2

Feb 26, 2026

iNaturalist (val)

66.9mAP

2

Feb 26, 2026

Page 15 of 16

Popular datasets

ImageNet Oxford Paris THINGS-EEG COCO

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