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Papers Benchmarks Datasets Tasks

Image Retrieval research benchmarks – Page 8 · SOTA2 Research

Image Retrieval

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Oxford 5k classic (base)

92.6mAP

12

Feb 26, 2026

84.1Recall@1 (Small)

12

Feb 26, 2026

Revisited Paris (RPar) Hard 1.0 (test)

0.751mAP

12

Feb 26, 2026

Revisited Paris (RPar) Medium 1.0 (test)

86.7mAP

12

Feb 26, 2026

Revisited Oxford (ROxf) Medium 1.0 (test)

79.4mAP

12

Feb 26, 2026

Caltech-UCSD Birds-200 2011 (test)

69.2Recall@1

12

Feb 26, 2026

CIFAR-100 (test)

71.13Recall@1

12

Feb 26, 2026

CARS196 cropped

94.8Recall@1

12

Feb 26, 2026

3.91Score (top-4)

12

Feb 26, 2026

Marqo Fashion200K

82.7MRR

11

Mar 6, 2026

67.6MRR

11

Mar 6, 2026

ImageNet-1k (val)

61.13CMC@1

11

May 20, 2026

Paris 6k classic (base)

95.1mAP

11

Feb 26, 2026

NUS-WIDE 21 most frequent concepts (test)

68.7mAP (12 bits)

11

Feb 26, 2026

Aircraft (test)

83.3Recall@1

11

Mar 9, 2026

88.8Recall@1

10

Apr 21, 2026

TotalSegmentator (test)

0.976Mean Cosine Similarity

10

Mar 26, 2026

84.9R@1

10

Mar 24, 2026

THINGS-MEG (Average)

32.3Top-1 Accuracy

10

Mar 16, 2026

THINGS-MEG (Subject 4)

21.5Top-1 Accuracy

10

Mar 16, 2026

THINGS-MEG (Subject 3)

36.3Top-1 Accuracy

10

Mar 16, 2026

THINGS-MEG (Subject 2)

61.5Top-1 Accuracy

10

Mar 16, 2026

THINGS-MEG (Subject 1)

17.2Top-1 Accuracy

10

Mar 16, 2026

62.98Recall@1

10

Mar 5, 2026

39.4mAP

10

Feb 26, 2026

Page 8 of 16

Popular datasets

ImageNet Oxford Paris THINGS-EEG COCO

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