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Benchmarks
Semi-supervised Image Classification on ImageNet ILSVRC 2012 (1% labels)
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55
Top-1 Acc
BT
24.216
32.208
40.2
48.192
Oct 3, 2024
Top-1 Acc
Top-5 Acc
Updated 4d ago
Evaluation Results
Method
Method
Links
Top-1 Acc
Top-5 Acc
BT
Epochs=1000, Backbone=...
2024.10
55
79.2
SwAV
Epochs=800, Backbone=R...
2024.10
53.9
78.5
BYOL
Epochs=1000, Backbone=...
2024.10
53.2
78.4
SynCo
Epochs=800, Backbone=R...
2024.10
50.8
77.5
MOCHI (repr.)
Epochs=800, Backbone=R...
2024.10
50.4
76.2
SimCLR
Epochs=1000, Backbone=...
2024.10
48.3
75.5
MoCo-v2 (repr.)
Epochs=800, Backbone=R...
2024.10
48.2
75.8
PIRL
Epochs=800, Backbone=R...
2024.10
30.7
57.2
Supervised
Backbone=ResNet-50
2024.10
25.4
48.4
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