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Unsupervised Image Classification on Entity30 BREEDS (val)
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72.9
NMI
Self-Classifier
64.268
66.509
68.75
70.991
Mar 19, 2021
NMI
AMI
ARI
ACC
Updated 6d ago
Evaluation Results
Method
Method
Links
NMI
AMI
ARI
ACC
Self-Classifier
Backbone=ResNet-50
2021.03
72.9
53.4
29.8
81
SCAN
Backbone=ResNet-50
2021.03
71.3
50.8
27.8
80
SeLa
Backbone=ResNet-50
2021.03
68.2
45.7
21.2
52.6
BarlowT
Backbone=ResNet-50, Cl...
2021.03
67.7
45.1
20.7
73
DINO
Backbone=ResNet-50, Cl...
2021.03
66.8
43.2
18.1
73.7
MoCoV2
Backbone=ResNet-50, Cl...
2021.03
66.4
45.8
15.1
74.6
OBoW
Backbone=ResNet-50, Cl...
2021.03
64.9
40.7
16.4
77.6
SwAV
Backbone=ResNet-50, Cl...
2021.03
64.6
39.4
15.1
70.5
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