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ResearchFormerly WizWand

Image Classification on Waterbirds 100%

16Accuracy Variance across GroupsSupER
-14.484191.283397.05602.817Aug 12, 2025
Updated 7mo ago

Evaluation results

MethodLinks
SupER2025.0816
SupERGroup Info?=No, Train Twice?=No2025.0816
CnC2025.08347.6
CnCGroup Info?=No, Train Twice?=Yes2025.08347.6
JTT2025.08405
JTTGroup Info?=No, Train Twice?=Yes2025.08405
LfF2025.08442.1
LfFGroup Info?=No, Train Twice?=No2025.08442.1
IRM2025.08479.8
IRMGroup Info?=Yes, Train Twice?=No2025.08479.8
GroupDRO2025.08495.1
GroupDROGroup Info?=Yes, Train Twice?=No2025.08495.1
GALS2025.08516.5
GALSGroup Info?=No, Train Twice?=No2025.08516.5
CVaR DRO2025.08528.8
CVaR DROGroup Info?=No, Train Twice?=No2025.08528.8
UW2025.08536.2
UWGroup Info?=Yes, Train Twice?=No2025.08536.2
DFR2025.08573
DFRGroup Info?=Yes, Train Twice?=Yes2025.08573
ERM2025.08778.1
ERMGroup Info?=No, Train Twice?=No2025.08778.1