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Unsupervised Image Classification on Nonliving26 BREEDS (val)
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72.2
NMI
Self-Classifier
61.592
64.346
67.1
69.854
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
72.2
57
36.8
76.7
SCAN
Backbone=ResNet-50
2021.03
70
53.6
33.4
74.4
SeLa
Backbone=ResNet-50
2021.03
68.9
46.6
24.6
67.1
OBoW
Backbone=ResNet-50, Cl...
2021.03
64.8
45.4
22.9
67.9
BarlowT
Backbone=ResNet-50, Cl...
2021.03
64.8
45.7
24.9
66.7
DINO
Backbone=ResNet-50, Cl...
2021.03
63.8
43.9
21.8
66.7
MoCoV2
Backbone=ResNet-50, Cl...
2021.03
63.3
46.2
19.3
66.2
SwAV
Backbone=ResNet-50, Cl...
2021.03
62
41.1
19.2
63.1
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