Categories Companies Research

Loading the SOTA2 catalog…

Explore

Categories Companies Research

Contribute

Join SOTA2 Contact

SOTA2

© 2026 SOTA2

Build in Bellevue, USA

WizWand is now SOTA2 Research

Papers Benchmarks Datasets Tasks

Image Retrieval research benchmarks – Page 5 · SOTA2 Research

Image Retrieval

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Soft Triple + PRISM

77.6Precision@1

26

Feb 26, 2026

Paris106k (test)

93.2mAP

26

Feb 26, 2026

62.64mAP

25

May 19, 2026

33.92mAP

25

May 19, 2026

96.7Recall@1

25

Apr 21, 2026

VehicleID Medium

96.1Recall@1

25

Feb 26, 2026

Holidays standard (test)

94.8mAP

25

Feb 26, 2026

CelebA Hair Color queries

0.028KL Divergence

24

Mar 20, 2026

CelebA Stereotype queries

0.03KL Divergence

24

Mar 20, 2026

THINGS-EEG (test)

61.9Top-1 Accuracy (Subject 1)

24

Jun 16, 2026

95.26BA

24

Feb 26, 2026

MSCOCO @5000 (seen classes)

85.2Seen@Seen mAP

24

Feb 26, 2026

MSCOCO @5000 15%-unseen

58.4mAP (Unseen@Unseen)

24

Feb 26, 2026

Mechanical Drawing (test)

Combination of Baselines

60.7R@1

24

Feb 26, 2026

Historic Map (test)

Combination of Baselines

37.1R@1

24

Feb 26, 2026

iNaturalist (test)

73.6Recall@1

24

Feb 26, 2026

Cars196 standard (test)

91Recall@1

23

Feb 26, 2026

60Recall@1

22

Mar 27, 2026

60.2R@1

22

Feb 26, 2026

Overall Average

60.6mAP

21

Mar 31, 2026

58.6mAP@100

21

Mar 31, 2026

84.9R@1

21

Apr 16, 2026

Revisited Oxford (ROxf) 1M distractor v1 (Hard)

RN101-SuperGlobal + LOCORE-base (top-400†)

73.2mAP

20

Feb 26, 2026

IMAGECODE Video subset (test)

26.1Accuracy

20

Feb 26, 2026

Revisited Oxford (ROxf) Hard 1.0 (test)

60.2mAP

20

Feb 26, 2026

Page 5 of 16

Popular datasets

ImageNet Oxford Paris THINGS-EEG COCO

Follow for updates

Join SOTA2 Contact