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Papers Benchmarks Datasets Tasks

Image Clustering research benchmarks – Page 2 · SOTA2 Research

Image Clustering

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

82.5NMI

12

Mar 17, 2026

18.9NMI

11

Apr 14, 2026

20 datasets (average)

58.4NMI

11

Apr 14, 2026

Stanford Online Products (test)

89.4NMI

11

Feb 26, 2026

54.8Cluster Error

10

Feb 26, 2026

0.15Cross-Entropy

10

Feb 26, 2026

0.91NMI

10

Feb 26, 2026

84.4NMI

8

Mar 26, 2026

Probing CLIP ViT-L/14

0.874NMI

8

Feb 26, 2026

Stanford-Cars (unlabelled)

43.1Overall Score

5

Feb 26, 2026

CUB-200 (Unlabelled)

63.5Overall Score

5

Feb 26, 2026

73.2ACC

5

Feb 26, 2026

Oxford-Pet (Unlabelled)

88.1Quality Score (All)

3

Feb 26, 2026

50.6NMI

2

Mar 17, 2026

59.2NMI

2

Mar 17, 2026

Page 2 of 2

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