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Benchmarks
Clustering Quality on ImageNet
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85
Coverage
EDDP-U
48.6
58.05
67.5
76.95
Sep 28, 2025
Coverage
Redundancy
Updated 1mo ago
Evaluation Results
Method
Method
Links
Coverage
Redundancy
EDDP-U
I=512, Backbone=VGG16
2025.09
85
1.43
EDDP-C
I=512, Backbone=VGG16
2025.09
85
1.37
EDDP-U
I=448, Backbone=VGG16
2025.09
84
1.35
EDDP-U
I=384, Backbone=VGG16
2025.09
82
1.17
EDDP-C
I=448, Backbone=VGG16
2025.09
82
1.22
EDDP-C
I=384, Backbone=VGG16
2025.09
79
1.07
PCA
I=512, Backbone=VGG16
2025.09
69
9.62
PCA
I=448, Backbone=VGG16
2025.09
67
8.91
PCA
I=384, Backbone=VGG16
2025.09
64
7.31
Natural
I=512, Backbone=VGG16
2025.09
58
2.12
NMF
I=384, Backbone=VGG16
2025.09
55
1.6
NMF
I=448, Backbone=VGG16
2025.09
50
1.44
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