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Benchmarks
Online Label Shift Adaptation on MNIST Sine shift (test)
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0.0127
Average Error (%)
ATLAS-ADA
0.012484
0.013942
0.0154
0.016858
Jul 5, 2022
Average Error (%)
Updated 4d ago
Evaluation Results
Method
Method
Links
Average Error (%)
ATLAS-ADA
online sample size Nt=10
2022.07
0.0127
ATLAS
online sample size Nt=10
2022.07
0.0128
UOGD
online sample size Nt=10
2022.07
0.013
FTH
online sample size Nt=10
2022.07
0.0146
ROGD
online sample size Nt=10
2022.07
0.0146
FTFWH
online sample size Nt=10
2022.07
0.0147
FIX
online sample size Nt=10
2022.07
0.0181
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