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Benchmarks
Unsupervised Online Label Shift on Synthetic (all holdout data)
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0.037
Classification Error (Ber)
Oracle
0.03504
0.04827
0.0615
0.07473
May 31, 2023
Classification Error (Ber)
Classification Error (Sin)
MSE Label Marginal (Ber)
MSE Label Marginal (Sin)
Updated 1mo ago
Evaluation Results
Method
Method
Links
Classification Error (Ber)
Classification Error (Sin)
MSE Label Marginal (Ber)
MSE Label Marginal (Sin)
Oracle
2023.05
0.037
0.037
-
-
FLH-FTL
2023.05
0.054
0.053
0.09
0.08
FTFWH
2023.05
0.066
0.055
0.19
0.09
OFC
2023.05
0.067
0.055
-
-
FTH
2023.05
0.068
0.055
0.2
0.1
ATLAS
2023.05
0.075
0.068
-
-
UOGD
2023.05
0.076
0.07
-
-
ROGD
2023.05
0.078
0.072
0.29
0.23
Base
2023.05
0.086
0.082
-
-
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