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Benchmarks
Unsupervised Online Label Shift on Synthetic Square shift
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3.6
Classification Error
Oracle
3.404
4.727
6.05
7.373
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
3.6
-
FLH-FTL
Holdout amount=Low
2023.05
5.6
0.11
OFC
Holdout amount=Low
2023.05
6.6
-
FTH
Holdout amount=Low
2023.05
6.8
0.21
FTFWH
Holdout amount=Low
2023.05
7
0.23
ROGD
Holdout amount=Low
2023.05
7.8
0.29
UOGD
Holdout amount=Low
2023.05
8.1
-
ATLAS
Holdout amount=Low
2023.05
8.2
-
Base
Holdout amount=Low
2023.05
8.5
-
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