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Monosemanticity Evaluation on ImageNet
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7.87
M Metric
PCA
6.8404
7.1077
7.375
7.6423
Sep 28, 2025
M Metric
Updated 1mo ago
Evaluation Results
Method
Method
Links
M Metric
PCA
I=512, Backbone=VGG16
2025.09
7.87
PCA
I=448, Backbone=VGG16
2025.09
7.86
PCA
I=384, Backbone=VGG16
2025.09
7.85
Natural
I=512, Backbone=VGG16
2025.09
7.5
NMF
I=384, Backbone=VGG16
2025.09
7.44
NMF
I=448, Backbone=VGG16
2025.09
7.44
EDDP-C
I=512, Backbone=VGG16
2025.09
7.09
EDDP-U
I=512, Backbone=VGG16
2025.09
6.95
EDDP-U
I=448, Backbone=VGG16
2025.09
6.93
EDDP-C
I=448, Backbone=VGG16
2025.09
6.93
EDDP-C
I=384, Backbone=VGG16
2025.09
6.92
EDDP-U
I=384, Backbone=VGG16
2025.09
6.88
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