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Benchmarks
Image Classification on CIFAR10C 1% bias ratio unbiased (test)
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46.18
Accuracy
BCSI
24.0592
29.8021
35.545
41.2879
Nov 1, 2024
Accuracy
Updated 4d ago
Evaluation Results
Method
Method
Links
Accuracy
BCSI
Bias Info=false, Initi...
2024.11
46.18
SelecMix
Bias Info=false
2024.11
40.14
GroupDRO
Bias Info=true
2024.11
38.3
BCSI
Bias Info=false, Initi...
2024.11
35.29
DCWP
Bias Info=false
2024.11
34.87
BCSI
Bias Info=false, Initi...
2024.11
33.53
BCSI
Bias Info=false, Initi...
2024.11
33.47
DFA
Bias Info=false
2024.11
31.26
LfF
Bias Info=false
2024.11
31.15
BPA
Bias Info=false
2024.11
26.86
ERM
Bias Info=false
2024.11
24.91
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