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Benchmarks
Image Classification on CMNIST 5% bias ratio unbiased (test)
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98.13
Accuracy
BCSI
94.1468
95.1809
96.215
97.2491
Nov 1, 2024
Accuracy
Updated 4d ago
Evaluation Results
Method
Method
Links
Accuracy
BCSI
Bias Info=false, Initi...
2024.11
98.13
SelecMix
Bias Info=false
2024.11
98.09
GroupDRO
Bias Info=true
2024.11
97.54
BCSI
Bias Info=false, Initi...
2024.11
97.52
BPA
Bias Info=false
2024.11
97.13
BCSI
Bias Info=false, Initi...
2024.11
96.79
ERM
Bias Info=false
2024.11
96.28
BCSI
Bias Info=false, Initi...
2024.11
95.59
DCWP
Bias Info=false
2024.11
95.17
DFA
Bias Info=false
2024.11
94.33
LfF
Bias Info=false
2024.11
94.3
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