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Benchmarks
Image Classification on CMNIST 0.5% bias ratio unbiased (test)
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97.52
Accuracy
DPR
59.4768
69.3534
79.23
89.1066
Nov 1, 2024
Nov 2, 2024
Nov 3, 2024
Nov 4, 2024
Accuracy
Updated 1mo ago
Evaluation Results
Method
Method
Links
Accuracy
DPR
2024.11
97.52
LC
2024.11
97.25
PGD
2024.11
96.88
DFA
2024.11
94.56
BCSI
Bias Info=false, Initi...
2024.11
90.79
LfF
Bias Info=false
2024.11
89.06
BCSI
Bias Info=false, Initi...
2024.11
88.39
BCSI
Bias Info=false, Initi...
2024.11
87.63
JTT
2024.11
85.84
DCWP
Bias Info=false
2024.11
85.16
DFA
Bias Info=false
2024.11
84.71
SelecMix
Bias Info=false
2024.11
84.46
GroupDRO
Bias Info=true
2024.11
79.57
BCSI
Bias Info=false, Initi...
2024.11
75.87
BPA
Bias Info=false
2024.11
73.34
ERM
Bias Info=false
2024.11
71.76
ERM
2024.11
60.94
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