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ResearchFormerly WizWand

Monosemanticity Evaluation on ImageNet

7.87M MetricPCA
6.84047.10777.3757.6423Sep 28, 2025
Updated 7mo ago

Evaluation results

MethodLinks
PCAI=512, Backbone=VGG162025.097.87
PCAI=448, Backbone=VGG162025.097.86
PCAI=384, Backbone=VGG162025.097.85
NaturalI=512, Backbone=VGG162025.097.5
NMFI=384, Backbone=VGG162025.097.44
NMFI=448, Backbone=VGG162025.097.44
EDDP-CI=512, Backbone=VGG162025.097.09
EDDP-UI=512, Backbone=VGG162025.096.95
EDDP-UI=448, Backbone=VGG162025.096.93
EDDP-CI=448, Backbone=VGG162025.096.93
EDDP-CI=384, Backbone=VGG162025.096.92
EDDP-UI=384, Backbone=VGG162025.096.88