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Benchmarks
Image Classification on CMNIST 2% bias ratio unbiased (test)
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97.15
Accuracy
BCSI
85.2836
88.3643
91.445
94.5257
Nov 1, 2024
Accuracy
Updated 4d ago
Evaluation Results
Method
Method
Links
Accuracy
BCSI
Bias Info=false, Initi...
2024.11
97.15
SelecMix
Bias Info=false
2024.11
95.75
BCSI
Bias Info=false, Initi...
2024.11
95.67
BCSI
Bias Info=false, Initi...
2024.11
95.08
GroupDRO
Bias Info=true
2024.11
94.89
ERM
Bias Info=false
2024.11
93.87
BCSI
Bias Info=false, Initi...
2024.11
92.95
DFA
Bias Info=false
2024.11
92.31
BPA
Bias Info=false
2024.11
89.42
DCWP
Bias Info=false
2024.11
89.42
LfF
Bias Info=false
2024.11
85.74
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