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Benchmarks
Unsupervised Online Label Shift on CIFAR (Bernoulli/Sine Shifts)
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5.4
Classification Error (Bernoulli)
Oracle
4.976
7.838
10.7
13.562
May 31, 2023
Classification Error (Bernoulli)
Classification Error (Sine)
MSE (Bernoulli)
MSE (Sine)
Updated 1mo ago
Evaluation Results
Method
Method
Links
Classification Error (Bernoulli)
Classification Error (Sine)
MSE (Bernoulli)
MSE (Sine)
Oracle
2023.05
5.4
5.8
-
-
FLH-FTL
2023.05
10
11
0.17
0.13
FTH
2023.05
11
11
0.27
0.14
FTFWH
2023.05
11
11
0.25
0.13
OTC
2023.05
12
11
-
-
ATLAS
2023.05
13
13
-
-
UOGD
2023.05
14
14
-
-
Base
2023.05
16
16
-
-
ROGD
2023.05
16
13
0.39
0.3
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