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Benchmarks
Image Classification on CMNIST 1% bias ratio unbiased (test)
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95.35
Accuracy
BCSI
86.1148
88.5124
90.91
93.3076
Nov 1, 2024
Accuracy
Updated 4mo ago
Evaluation Results
Method
Method
Links
Accuracy
BCSI
Bias Info=false, Initi...
2024.11
95.35
SelecMix
Bias Info=false
2024.11
94.51
BCSI
Bias Info=false, Initi...
2024.11
94.1
BCSI
Bias Info=false, Initi...
2024.11
92.85
GroupDRO
Bias Info=true
2024.11
90.5
DFA
Bias Info=false
2024.11
90.2
BCSI
Bias Info=false, Initi...
2024.11
89.69
DCWP
Bias Info=false
2024.11
89.68
LfF
Bias Info=false
2024.11
89.5
BPA
Bias Info=false
2024.11
87.21
ERM
Bias Info=false
2024.11
86.47
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