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Image Classification on Waterbirds 95% correlation (test)
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89.7
Worst-group Accuracy
DFR
63.908
70.604
77.3
83.996
Aug 12, 2025
Worst-group Accuracy
Average Accuracy
Updated 27d ago
Evaluation Results
Method
Method
Links
Worst-group Accuracy
Average Accuracy
DFR
Group Info=true, Train...
2025.08
89.7
93.6
UW
Group Info=true, Train...
2025.08
89.3
94.5
GroupDRO
Group Info=true, Train...
2025.08
87.2
93.2
CnC
Group Info=false, Trai...
2025.08
86.5
91
JTT
Group Info=false, Trai...
2025.08
86.4
89.5
SupER
Group Info=false, Trai...
2025.08
84.4
87.3
LfF
Group Info=false, Trai...
2025.08
79.1
91.9
IRM
Group Info=true, Train...
2025.08
76.2
89.4
GALS
Group Info=false, Trai...
2025.08
75.4
89
CVaR DRO
Group Info=false, Trai...
2025.08
73.1
90.7
ERM
Group Info=false, Trai...
2025.08
64.9
90.7
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