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Unsupervised Image Classification on ImageNet Superclasses (10 classes) WordNet hierarchy (val)
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85.7
Accuracy
Self-Classifier
53.98
62.215
70.45
78.685
Mar 19, 2021
Accuracy
Updated 6d ago
Evaluation Results
Method
Method
Links
Accuracy
Self-Classifier
Backbone=ResNet-50
2021.03
85.7
SCAN
Backbone=ResNet-50, Pr...
2021.03
85.3
OBoW
Backbone=ResNet-50, Ev...
2021.03
83.9
BarlowT
Backbone=ResNet-50, Ev...
2021.03
80.2
MoCoV2
Backbone=ResNet-50, Ev...
2021.03
80
DINO
Backbone=ResNet-50, Ev...
2021.03
79.7
SwAV
Backbone=ResNet-50, Ev...
2021.03
79.1
SeLa
Backbone=ResNet-50, Pr...
2021.03
55.2
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