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Benchmarks
Semi-supervised classification on ImageNet 1% labels 1K (val)
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83.2
Top-5 Accuracy
LEWEL_B
70.616
73.883
77.15
80.417
Mar 28, 2022
Top-5 Accuracy
Top-1 Accuracy
Updated 4d ago
Evaluation Results
Method
Method
Links
Top-5 Accuracy
Top-1 Accuracy
LEWEL_B
Epochs=400, Backbone=R...
2022.03
83.2
59.8
LEWEL_B
Epochs=200, Backbone=R...
2022.03
79.9
56.1
BarlowTw.
Epochs=1000, Backbone=...
2022.03
79.2
55
BYOL
Epochs=200, Backbone=R...
2022.03
78.8
54.8
SwAV
Epochs=800, Backbone=R...
2022.03
78.5
53.9
BYOL
Epochs=800, Backbone=R...
2022.03
78.4
53.2
SimCLR
Epochs=1000, Backbone=...
2022.03
75.5
48.3
PCL
Epochs=200, Backbone=R...
2022.03
75.3
-
MoCov2
Epochs=200, Backbone=R...
2022.03
72.3
43.8
LEWEL_M
Epochs=200, Backbone=R...
2022.03
71.1
45.1
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