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Semi-supervised Classification on ImageNet 1% labels (train)
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69.6
Top-1 Acc
TWIST
23.632
35.566
47.5
59.434
Oct 14, 2021
Top-1 Acc
Top-5 Acc
Updated 1mo ago
Evaluation Results
Method
Method
Links
Top-1 Acc
Top-5 Acc
TWIST
Backbone=ViT-B/16
2021.10
69.6
89.7
DINO
Backbone=ViT-B/16
2021.10
67.3
88.2
TWIST
Backbone=ResNet-50x2
2021.10
67.2
88.2
BYOL
Backbone=ResNet-50x2
2021.10
62.2
84.1
TWIST
Backbone=ResNet-50
2021.10
61.2
84.2
SimCLR
Backbone=ResNet-50x2
2021.10
58.5
83
BarlowTwins
Backbone=ResNet-50
2021.10
55
79.2
SwAV
Backbone=ResNet-50
2021.10
53.9
78.5
BYOL
Backbone=ResNet-50
2021.10
53.2
78.4
DINO
Backbone=ResNet-50
2021.10
52.2
78.2
SimCLR
Backbone=ResNet-50
2021.10
48.3
75.5
SUP
Backbone=ResNet-50
2021.10
25.4
48.4
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