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Benchmarks
Online Adaptation on CIFAR-10 Label Shift
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73.8
Accuracy
Fed-ADE
20.968
34.684
48.4
62.116
Mar 1, 2026
Accuracy
Average Wall Time
Updated 1mo ago
Evaluation Results
Method
Method
Links
Accuracy
Average Wall Time
Fed-ADE
Shift=Lin., Learning C...
2026.03
73.8
109.5
Fed-POE
Shift=Lin., Learning C...
2026.03
71.3
130.7
FTH
Shift=Sin., Learning C...
2026.03
40.3
2,631.2
ATLAS
Shift=Squ., Learning C...
2026.03
32.3
1,959.2
UNIDA
Shift=Ber., Learning C...
2026.03
23
1,886.5
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