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Unsupervised Image Classification on Living17 BREEDS (val)
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71.8
NMI
SeLa
53.08
57.94
62.8
67.66
Mar 19, 2021
NMI
AMI
ARI
ACC
Updated 6d ago
Evaluation Results
Method
Method
Links
NMI
AMI
ARI
ACC
SeLa
Backbone=ResNet-50
2021.03
71.8
53.9
29.7
80.8
Self-Classifier
Backbone=ResNet-50
2021.03
67.2
51.8
26.4
90.8
SCAN
Backbone=ResNet-50
2021.03
65.2
49.4
25.3
92.5
BarlowT
Backbone=ResNet-50, Cl...
2021.03
64.7
47.2
22.2
88
DINO
Backbone=ResNet-50, Cl...
2021.03
63.8
45.1
19.6
88.2
MoCoV2
Backbone=ResNet-50, Cl...
2021.03
61.2
45.7
16.3
89.7
SwAV
Backbone=ResNet-50, Cl...
2021.03
61
40.3
15.7
85.2
OBoW
Backbone=ResNet-50, Cl...
2021.03
53.8
34
12
91.1
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