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Semi-supervised Classification on ImageNet 10% labels
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77.7
Top-1 Acc
BYOL
71.46
73.08
74.7
76.32
May 11, 2021
Dec 5, 2021
Jul 2, 2022
Jan 27, 2023
Aug 23, 2023
Mar 19, 2024
Oct 14, 2024
Top-1 Acc
Top-5 Acc
Updated 1mo ago
Evaluation Results
Method
Method
Links
Top-1 Acc
Top-5 Acc
BYOL
Arch.=R200 (x2), Param...
2021.05
77.7
93.7
VICReg
Arch.=R200 (x2), Param...
2021.05
77.3
93.6
BYOL
Arch.=R50 (x4), Param....
2021.05
75.7
92.5
SimCLR
Arch.=R50 (x4), Param....
2021.05
74.4
92.6
UniMatch V2
Labeled data ratio=10%
2024.10
74.3
91.7
SimMatch
Labeled data ratio=10%
2024.10
74.1
91.5
VICReg
Arch.=R50 (x2), Param....
2021.05
73.9
91.8
CoMatch
Labeled data ratio=10%
2024.10
73.6
91.6
BYOL
Arch.=R50 (x2), Param....
2021.05
73.5
91.7
SimCLR
Arch.=R50 (x2), Param....
2021.05
71.7
91.2
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