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Unsupervised Online Label Shift on CIFAR Monotone shift
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0.077
Classification Error
Oracle
0.07328
0.09839
0.1235
0.14861
May 31, 2023
Classification Error
MSE Label Marginal
Updated 1mo ago
Evaluation Results
Method
Method
Links
Classification Error
MSE Label Marginal
Oracle
Holdout amount=Low
2023.05
0.077
-
FTFWH
Holdout amount=Low
2023.05
0.12
0.07
FLH-FTL
Holdout amount=Low
2023.05
0.12
0.09
FTH
Holdout amount=Low
2023.05
0.13
0.15
OFC
Holdout amount=Low
2023.05
0.14
-
ROGD
Holdout amount=Low
2023.05
0.14
0.22
UOGD
Holdout amount=Low
2023.05
0.15
-
ATLAS
Holdout amount=Low
2023.05
0.15
-
Base
Holdout amount=Low
2023.05
0.17
-
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