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ResearchFormerly WizWand

Image Classification on Waterbirds 95%

6Accuracy Variance (Group)SupER
-3.59661.177125.95190.723Aug 12, 2025
Updated 7mo ago

Evaluation results

MethodLinks
SupER2025.086
SupERGroup Info?=No, Train Twice?=No2025.086
JTT2025.086.1
JTTGroup Info?=No, Train Twice?=Yes2025.086.1
UW2025.0812.7
UWGroup Info?=Yes, Train Twice?=No2025.0812.7
DFR2025.0814.2
DFRGroup Info?=Yes, Train Twice?=Yes2025.0814.2
CnC2025.0816.3
CnCGroup Info?=No, Train Twice?=Yes2025.0816.3
GroupDRO2025.0828
GroupDROGroup Info?=Yes, Train Twice?=No2025.0828
LfF2025.0889.2
LfFGroup Info?=No, Train Twice?=No2025.0889.2
GALS2025.08126.7
GALSGroup Info?=No, Train Twice?=No2025.08126.7
IRM2025.08127.2
IRMGroup Info?=Yes, Train Twice?=No2025.08127.2
CVaR DRO2025.08154.6
CVaR DROGroup Info?=No, Train Twice?=No2025.08154.6
ERM2025.08245.9
ERMGroup Info?=No, Train Twice?=No2025.08245.9