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Unsupervised Image Classification on Entity13 BREEDS (val)
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73.6
NMI
Self-Classifier
64.448
66.824
69.2
71.576
Mar 19, 2021
NMI
AMI
ARI
Accuracy (ACC)
Updated 6d ago
Evaluation Results
Method
Method
Links
NMI
AMI
ARI
Accuracy (ACC)
Self-Classifier
Backbone=ResNet-50
2021.03
73.6
54.1
30.7
84.4
SCAN
Backbone=ResNet-50
2021.03
72.4
52.3
29.2
83.7
BarlowT
Backbone=ResNet-50, Cl...
2021.03
68.2
45.5
20.5
77.7
SeLa
Backbone=ResNet-50
2021.03
67.6
44.8
19.4
50.7
MoCoV2
Backbone=ResNet-50, Cl...
2021.03
67.3
46.6
14.7
79
DINO
Backbone=ResNet-50, Cl...
2021.03
67.2
43.7
18
78.2
OBoW
Backbone=ResNet-50, Cl...
2021.03
66.4
42.3
17.5
82.2
SwAV
Backbone=ResNet-50, Cl...
2021.03
64.8
39.9
15.2
75.6
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